{"roots":["0:3"],"nodeById":{"36:1241":{"id":"36:1241","type":"VARIABLE","assetId":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190","name":"White","resolvedType":"COLOR","valuesByMode":{"1:0":{"r":1.0,"g":1.0,"b":1.0,"a":1.0}},"variableCollectionId":"VariableCollectionId:890a28542d9f3e14a27a168b0e7fc05a9c8de425/4005:51","codeSyntax":{}},"0:3":{"type":"WEBPAGE","id":"0:3","name":"/","absoluteBoundingBox":{"x":0.0,"y":0.0,"width":2711.0,"height":22249.0},"isolatedAbsoluteRenderBounds":{"x":0.0,"y":0.0,"width":2711.0,"height":22249.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":2711.0,"y":22249.0},"fills":[{"opacity":0.298039227724075,"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true}],"strokeAlign":"INSIDE","strokes":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"children":["0:4","11:2","0:6"]},"48:2956":{"type":"FRAME","id":"48:2956","name":"Frame 290676","absoluteBoundingBox":{"x":2312.0,"y":19228.083984375,"width":295.0,"height":986.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":19228.083984375,"width":295.0,"height":986.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":295.0,"y":986.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2957","48:2958","48:2961"]},"48:2961":{"type":"FRAME","id":"48:2961","name":"Frame 27","absoluteBoundingBox":{"x":2312.0,"y":19900.083984375,"width":295.0,"height":314.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":19900.083984375,"width":295.0,"height":314.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,672.0]],"size":{"x":295.0,"y":314.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2962","48:2963"]},"48:2963":{"type":"TEXT","id":"48:2963","name":"I’d invest earlier in supervisor-level configurations, not just analyst workflows. Configurable workflows paid off — we could support multiple banks without custom builds. I would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","absoluteBoundingBox":{"x":2312.0,"y":19928.083984375,"width":295.0,"height":286.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":19932.583984375,"width":272.3076171875,"height":281.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":295.0,"y":286.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’d invest earlier in supervisor-level configurations, not just analyst workflows.\nConfigurable workflows paid off — we could support multiple banks without custom builds.\nI would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2958":{"type":"FRAME","id":"48:2958","name":"Frame 26","absoluteBoundingBox":{"x":2312.0,"y":19428.083984375,"width":295.0,"height":448.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":19428.083984375,"width":295.0,"height":448.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,200.0]],"size":{"x":295.0,"y":448.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2959","48:2960"]},"48:2959":{"type":"TEXT","id":"48:2959","name":"What Worked & What I Learned","absoluteBoundingBox":{"x":2312.0,"y":19428.083984375,"width":295.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":2312.37646484375,"y":19432.34765625,"width":215.07080078125,"height":38.94921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What Worked & What I Learned","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2957":{"type":"TEXT","id":"48:2957","name":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","absoluteBoundingBox":{"x":2312.0,"y":19228.083984375,"width":295.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":19232.37890625,"width":287.320556640625,"height":167.91015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2954":{"type":"FRAME","id":"48:2954","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":19185.083984375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":19185.083984375,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2955"]},"48:2927":{"type":"FRAME","id":"48:2927","name":"Frame 27","absoluteBoundingBox":{"x":2312.0,"y":17432.083984375,"width":295.0,"height":1729.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":17432.083984375,"width":295.0,"height":1729.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,16640.083984375]],"size":{"x":295.0,"y":1729.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2928","48:2930"]},"48:2950":{"type":"FRAME","id":"48:2950","name":"Frame 32","absoluteBoundingBox":{"x":2312.0,"y":19067.083984375,"width":295.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":19067.083984375,"width":295.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1592.0]],"size":{"x":295.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2951","48:2952"]},"48:2952":{"type":"TEXT","id":"48:2952","name":"Ran regular cross-team reviews Acted as UX point-of-contact across platform","absoluteBoundingBox":{"x":2312.0,"y":19095.083984375,"width":295.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":19099.583984375,"width":281.951171875,"height":61.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":295.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ran regular cross-team reviews\nActed as UX point-of-contact across platform","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2947":{"type":"FRAME","id":"48:2947","name":"Frame 31","absoluteBoundingBox":{"x":2312.0,"y":18771.083984375,"width":295.0,"height":272.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":18771.083984375,"width":295.0,"height":272.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1296.0]],"size":{"x":295.0,"y":272.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2948","48:2949"]},"48:2944":{"type":"FRAME","id":"48:2944","name":"Frame 30","absoluteBoundingBox":{"x":2312.0,"y":18499.083984375,"width":295.0,"height":248.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":18499.083984375,"width":295.0,"height":248.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1024.0]],"size":{"x":295.0,"y":248.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2945","48:2946"]},"48:2938":{"type":"FRAME","id":"48:2938","name":"Frame 28","absoluteBoundingBox":{"x":2312.0,"y":18109.083984375,"width":295.0,"height":204.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":18109.083984375,"width":295.0,"height":204.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,634.0]],"size":{"x":295.0,"y":204.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2939","48:2940"]},"48:2940":{"type":"TEXT","id":"48:2940","name":"Shaped where AI could assist vs where humans must decide Translated model confidence and failure modes into UX safeguards Aligned on feedback loops between user corrections and model learning","absoluteBoundingBox":{"x":2312.0,"y":18137.083984375,"width":295.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":18141.583984375,"width":271.843505859375,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":295.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Shaped where AI could assist vs where humans must decide\nTranslated model confidence and failure modes into UX safeguards\nAligned on feedback loops between user corrections and model learning","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2939":{"type":"TEXT","id":"48:2939","name":"Data Science","absoluteBoundingBox":{"x":2312.0,"y":18109.083984375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":18112.70703125,"width":125.404052734375,"height":15.58984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Data Science","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2937":{"type":"TEXT","id":"48:2937","name":"Partnered early to understand system constraints and backend data flows Used state patterns to align on lifecycle modelling and edge cases","absoluteBoundingBox":{"x":2312.0,"y":17953.083984375,"width":295.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":17957.9921875,"width":274.765869140625,"height":123.322265625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":295.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Partnered early to understand system constraints and backend data flows\nUsed state patterns to align on lifecycle modelling and edge cases","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2936":{"type":"TEXT","id":"48:2936","name":"Engineering & Architecture","absoluteBoundingBox":{"x":2312.0,"y":17925.083984375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":17928.70703125,"width":259.5703125,"height":19.6953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Engineering & Architecture","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2931":{"type":"TEXT","id":"48:2931","name":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","absoluteBoundingBox":{"x":2312.0,"y":17475.083984375,"width":295.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":17479.37890625,"width":286.9013671875,"height":237.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2929":{"type":"TEXT","id":"48:2929","name":"Collaboration & Influence","absoluteBoundingBox":{"x":2312.0,"y":17432.083984375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.21020507812,"y":17436.6328125,"width":290.9814453125,"height":18.70703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Collaboration & Influence","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2737":{"type":"RECTANGLE","id":"48:2737","name":"image 28","absoluteBoundingBox":{"x":2312.0,"y":17106.203125,"width":295.0,"height":301.881591796875},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":17106.203125,"width":295.0,"height":301.880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1207.89697265625]],"size":{"x":295.0,"y":301.881591796875},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"design system snapshots","ariaAttributes":{},"interactions":[]},"48:2736":{"type":"RECTANGLE","id":"48:2736","name":"image 27","absoluteBoundingBox":{"x":2312.0,"y":16860.3046875,"width":295.0,"height":231.897018432617},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":16860.3046875,"width":295.0,"height":231.896484375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,962.0]],"size":{"x":295.0,"y":231.897018432617},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"design system snapshots","ariaAttributes":{},"interactions":[]},"48:2735":{"type":"TEXT","id":"48:2735","name":"WCAG-compliant colour contrast and iconography Full keyboard navigation for high-volume workflows Clear focus management in state transitions Standardised components ensured design consistency Engineers reused validated patterns across features Reduced QA cycles due to predictable behaviour Faster design-to-dev handoff, as we progressed Reduced cognitive load for users moving between tools","absoluteBoundingBox":{"x":2312.0,"y":16494.3046875,"width":295.0,"height":352.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":16498.8046875,"width":268.385986328125,"height":347.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,62.0]],"size":{"x":295.0,"y":352.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"WCAG-compliant colour contrast and iconography\nFull keyboard navigation for high-volume workflows\nClear focus management in state transitions\nStandardised components ensured design consistency\nEngineers reused validated patterns across features\nReduced QA cycles due to predictable behaviour\nFaster design-to-dev handoff, as we progressed\nReduced cognitive load for users moving between tools","lineIndentations":[1,1,1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2730":{"type":"FRAME","id":"48:2730","name":"Frame 26","absoluteBoundingBox":{"x":2312.0,"y":16204.3056640625,"width":295.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":16204.3056640625,"width":295.0,"height":214.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,306.0]],"size":{"x":295.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2731","48:2732"]},"48:2732":{"type":"TEXT","id":"48:2732","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2312.0,"y":16242.3056640625,"width":295.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":16246.6015625,"width":269.83056640625,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2729":{"type":"TEXT","id":"48:2729","name":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","absoluteBoundingBox":{"x":2312.0,"y":15970.3056640625,"width":295.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":15974.6015625,"width":290.764892578125,"height":215.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":295.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2728":{"type":"TEXT","id":"48:2728","name":"Design System & Scale Considerations","absoluteBoundingBox":{"x":2312.0,"y":15898.3056640625,"width":295.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":2313.21020507812,"y":15902.853515625,"width":263.54736328125,"height":47.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Design System & Scale Considerations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2650":{"type":"FRAME","id":"48:2650","name":"Frame 290675","absoluteBoundingBox":{"x":2312.0,"y":15255.5478515625,"width":295.0,"height":618.757507324219},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15255.5478515625,"width":295.0,"height":618.7578125},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,14463.5478515625]],"size":{"x":295.0,"y":618.757507324219},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2651","48:2652"]},"48:2652":{"type":"FRAME","id":"48:2652","name":"Frame 290673","absoluteBoundingBox":{"x":2312.0,"y":15536.3056640625,"width":295.0,"height":338.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15536.3056640625,"width":295.0,"height":338.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,280.757507324219]],"size":{"x":295.0,"y":338.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2653","48:2654"]},"48:2654":{"type":"FRAME","id":"48:2654","name":"Frame 3","absoluteBoundingBox":{"x":2312.0,"y":15832.3056640625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15832.3056640625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,296.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2655"]},"48:2655":{"type":"TEXT","id":"48:2655","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2328.0,"y":15844.3056640625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2328.0,"y":15847.6318359375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2487":{"type":"FRAME","id":"48:2487","name":"Frame 290675","absoluteBoundingBox":{"x":2312.0,"y":13368.068359375,"width":295.0,"height":1863.47912597656},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13368.068359375,"width":295.0,"height":1863.4794921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":295.0,"y":1863.47912597656},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["48:2488","48:2494","48:2500","48:2506"]},"48:2510":{"type":"FRAME","id":"48:2510","name":"Frame 3","absoluteBoundingBox":{"x":2312.0,"y":15872.3056640625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15872.3056640625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,296.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2511"]},"48:2511":{"type":"TEXT","id":"48:2511","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2328.0,"y":15884.3056640625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2328.0,"y":15887.6318359375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2509":{"type":"TEXT","id":"48:2509","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":2312.0,"y":15576.3056640625,"width":295.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":2312.92041015625,"y":15580.466796875,"width":291.9052734375,"height":256.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2507":{"type":"RECTANGLE","id":"48:2507","name":"image 8","absoluteBoundingBox":{"x":2312.0,"y":15295.5478515625,"width":295.0,"height":266.757507324219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15295.5478515625,"width":295.0,"height":266.7578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":266.757507324219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2500":{"type":"FRAME","id":"48:2500","name":"Frame 290674","absoluteBoundingBox":{"x":2312.0,"y":14674.6865234375,"width":295.0,"height":556.861083984375},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":14674.6865234375,"width":295.0,"height":556.861328125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1306.61804199219]],"size":{"x":295.0,"y":556.861083984375},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2501","48:2502"]},"48:2504":{"type":"FRAME","id":"48:2504","name":"Frame 4","absoluteBoundingBox":{"x":2312.0,"y":15189.5478515625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15189.5478515625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,296.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2505"]},"48:2503":{"type":"TEXT","id":"48:2503","name":"AI Model Settings Regulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process.","absoluteBoundingBox":{"x":2312.0,"y":14893.5478515625,"width":295.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":2312.42822265625,"y":14897.708984375,"width":275.129150390625,"height":259.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"AI Model Settings\nRegulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2496":{"type":"FRAME","id":"48:2496","name":"Frame 290673","absoluteBoundingBox":{"x":2312.0,"y":14228.6865234375,"width":295.0,"height":382.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":14228.6865234375,"width":295.0,"height":382.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,258.194458007812]],"size":{"x":295.0,"y":382.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2497","48:2498"]},"48:2495":{"type":"RECTANGLE","id":"48:2495","name":"image 10","absoluteBoundingBox":{"x":2312.0,"y":13970.4921875,"width":295.0,"height":244.194442749023},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13970.4921875,"width":295.0,"height":244.1943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":244.194442749023},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"case management tool screenshot","ariaAttributes":{},"interactions":[]},"48:2488":{"type":"FRAME","id":"48:2488","name":"Frame 290672","absoluteBoundingBox":{"x":2312.0,"y":13368.068359375,"width":295.0,"height":538.423583984375},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13368.068359375,"width":295.0,"height":538.423828125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":538.423583984375},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2489","48:2490"]},"48:2492":{"type":"FRAME","id":"48:2492","name":"Frame 3","absoluteBoundingBox":{"x":2312.0,"y":13864.4921875,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13864.4921875,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,296.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2493"]},"48:2491":{"type":"TEXT","id":"48:2491","name":"Annotation Tool Traditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two.","absoluteBoundingBox":{"x":2312.0,"y":13568.4921875,"width":295.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":2312.42822265625,"y":13572.6533203125,"width":292.037841796875,"height":256.04296875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Annotation Tool\nTraditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2119":{"type":"FRAME","id":"47:2119","name":"Frame 24","absoluteBoundingBox":{"x":2312.0,"y":12516.068359375,"width":295.0,"height":756.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12516.068359375,"width":295.0,"height":756.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":756.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2120","47:2124","47:2125","47:2129","47:2130","47:2134","47:2135","47:2139","47:2140","47:2144","47:2145"]},"47:2145":{"type":"FRAME","id":"47:2145","name":"Frame 290671","absoluteBoundingBox":{"x":2312.0,"y":13171.068359375,"width":295.0,"height":101.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13171.068359375,"width":295.0,"height":101.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,655.0]],"size":{"x":295.0,"y":101.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:2146","47:2148"]},"47:2140":{"type":"FRAME","id":"47:2140","name":"Frame 290670","absoluteBoundingBox":{"x":2312.0,"y":13040.068359375,"width":295.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13040.068359375,"width":295.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,524.0]],"size":{"x":295.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:2141","47:2143"]},"47:2143":{"type":"TEXT","id":"47:2143","name":"“Workload distribution has become easier”","absoluteBoundingBox":{"x":2312.0,"y":13075.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":13079.568359375,"width":291.94970703125,"height":35.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,35.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Workload distribution has become easier”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2141":{"type":"FRAME","id":"47:2141","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":13040.068359375,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13040.068359375,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2142"]},"47:2142":{"type":"TEXT","id":"47:2142","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":13040.068359375,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.7060546875,"y":13045.3046875,"width":170.606201171875,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2139":{"type":"RECTANGLE","id":"47:2139","name":"Rectangle 6","absoluteBoundingBox":{"x":2312.0,"y":13012.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13012.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,496.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2136":{"type":"FRAME","id":"47:2136","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":12909.068359375,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12909.068359375,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2137"]},"48:2494":{"type":"FRAME","id":"48:2494","name":"Frame 290673","absoluteBoundingBox":{"x":2312.0,"y":13970.4921875,"width":295.0,"height":640.194458007812},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13970.4921875,"width":295.0,"height":640.194458007812},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,602.423583984375]],"size":{"x":295.0,"y":640.194458007812},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2495","48:2496"]},"47:2137":{"type":"TEXT","id":"47:2137","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":12909.068359375,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.7060546875,"y":12914.3046875,"width":170.606201171875,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2134":{"type":"RECTANGLE","id":"47:2134","name":"Rectangle 5","absoluteBoundingBox":{"x":2312.0,"y":12881.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12881.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,365.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2130":{"type":"FRAME","id":"47:2130","name":"Frame 290668","absoluteBoundingBox":{"x":2312.0,"y":12778.068359375,"width":295.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12778.068359375,"width":295.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,262.0]],"size":{"x":295.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:2131","47:2133"]},"47:2131":{"type":"FRAME","id":"47:2131","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":12778.068359375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12778.068359375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2132"]},"47:2125":{"type":"FRAME","id":"47:2125","name":"Frame 290667","absoluteBoundingBox":{"x":2312.0,"y":12647.068359375,"width":295.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12647.068359375,"width":295.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,131.0]],"size":{"x":295.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:2126","47:2128"]},"47:2128":{"type":"TEXT","id":"47:2128","name":"“Don’t want to go back earlier ways of working with tool.”","absoluteBoundingBox":{"x":2312.0,"y":12682.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.61352539062,"y":12686.568359375,"width":247.788818359375,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,35.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Don’t want to go back earlier ways of working with tool.”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2126":{"type":"FRAME","id":"47:2126","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":12647.068359375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12647.068359375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2127"]},"47:2127":{"type":"TEXT","id":"47:2127","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":12647.068359375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.3330078125,"y":12652.88671875,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2120":{"type":"FRAME","id":"47:2120","name":"Frame 290666","absoluteBoundingBox":{"x":2312.0,"y":12516.068359375,"width":295.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12516.068359375,"width":295.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:2121","47:2123"]},"47:2123":{"type":"TEXT","id":"47:2123","name":"“Validation feels more like supervision than manual work”","absoluteBoundingBox":{"x":2312.0,"y":12551.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":12555.3642578125,"width":256.087646484375,"height":39.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,35.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Validation feels more like supervision than manual work”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2116":{"type":"FRAME","id":"47:2116","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":12463.068359375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12463.068359375,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2117"]},"47:2117":{"type":"TEXT","id":"47:2117","name":"User Feedback","absoluteBoundingBox":{"x":2312.0,"y":12463.068359375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":12468.6142578125,"width":171.918701171875,"height":17.7099609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"User Feedback","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1874":{"type":"FRAME","id":"47:1874","name":"Frame 23","absoluteBoundingBox":{"x":2312.0,"y":11694.068359375,"width":295.0,"height":745.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11694.068359375,"width":299.29443359375,"height":745.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,10902.068359375]],"size":{"x":295.0,"y":745.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1875"]},"47:1875":{"type":"FRAME","id":"47:1875","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":11694.068359375,"width":295.0,"height":745.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11694.068359375,"width":299.29443359375,"height":745.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":745.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1876","47:1878"]},"47:1878":{"type":"FRAME","id":"47:1878","name":"Frame 25","absoluteBoundingBox":{"x":2312.0,"y":11747.068359375,"width":295.0,"height":692.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11747.068359375,"width":299.29443359375,"height":692.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":295.0,"y":692.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:1879","47:1886","47:1893"]},"47:1893":{"type":"FRAME","id":"47:1893","name":"Frame 22","absoluteBoundingBox":{"x":2312.0,"y":12275.068359375,"width":295.0,"height":164.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12275.068359375,"width":295.0,"height":164.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,528.0]],"size":{"x":295.0,"y":164.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":16.0,"counterAxisSizingMode":"FIXED","children":["47:1894","47:1895","47:1896","47:1897"]},"47:1896":{"type":"RECTANGLE","id":"47:1896","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":12375.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12375.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,100.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1895":{"type":"TEXT","id":"47:1895","name":"Task completion without external tools","absoluteBoundingBox":{"x":2312.0,"y":12315.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.5625,"y":12319.568359375,"width":276.74365234375,"height":35.7041015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,40.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Task completion without external tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1894":{"type":"TEXT","id":"47:1894","name":"Cognitive Load","absoluteBoundingBox":{"x":2312.0,"y":12275.068359375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.00854492188,"y":12278.6923828125,"width":143.364501953125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Cognitive Load","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1891":{"type":"RECTANGLE","id":"47:1891","name":"Rectangle 4","absoluteBoundingBox":{"x":2312.0,"y":12169.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12169.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,136.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1889":{"type":"RECTANGLE","id":"47:1889","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":12111.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12111.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,78.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1888":{"type":"TEXT","id":"47:1888","name":"Annotation correction frequency","absoluteBoundingBox":{"x":2312.0,"y":12073.068359375,"width":295.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":12077.3642578125,"width":271.449951171875,"height":17.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,40.0]],"size":{"x":295.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Annotation correction frequency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2960":{"type":"TEXT","id":"48:2960","name":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity. Analysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it. Once the system behaved consistently and explained itself, adoption followed naturally. We learned that human-in-the-loop isn’t just adding a review step. It’s about redesigning the entire workflow so validation feels like supervision, not busywork.","absoluteBoundingBox":{"x":2312.0,"y":19480.083984375,"width":295.0,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":19484.37890625,"width":281.147216796875,"height":391.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,52.0]],"size":{"x":295.0,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity.\nAnalysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it.\nOnce the system behaved consistently and explained itself, adoption followed naturally.\nWe learned that human-in-the-loop isn’t just adding a review step.\nIt’s about redesigning the entire workflow so validation feels like supervision, not busywork.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2138":{"type":"TEXT","id":"47:2138","name":"“I have increased visibility into case progress and bottlenecks”","absoluteBoundingBox":{"x":2312.0,"y":12944.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":12948.568359375,"width":264.593505859375,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,35.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I have increased visibility into case progress and bottlenecks”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1887":{"type":"TEXT","id":"47:1887","name":"Error Reduction","absoluteBoundingBox":{"x":2312.0,"y":12033.068359375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":12036.6923828125,"width":149.06884765625,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Error Reduction","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1879":{"type":"FRAME","id":"47:1879","name":"Frame 24","absoluteBoundingBox":{"x":2312.0,"y":11747.068359375,"width":295.0,"height":222.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11747.068359375,"width":299.29443359375,"height":222.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":222.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":16.0,"counterAxisSizingMode":"FIXED","children":["47:1880","47:1881","47:1882","47:1883","47:1884","47:1885"]},"47:1884":{"type":"RECTANGLE","id":"47:1884","name":"Rectangle 4","absoluteBoundingBox":{"x":2312.0,"y":11905.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11905.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,158.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1882":{"type":"RECTANGLE","id":"47:1882","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":11847.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11847.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,100.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1881":{"type":"TEXT","id":"47:1881","name":"Time-on-task for document validation","absoluteBoundingBox":{"x":2312.0,"y":11787.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.61352539062,"y":11791.3642578125,"width":231.430908203125,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,40.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-on-task for document validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1877":{"type":"TEXT","id":"47:1877","name":"UX Success Metrics","absoluteBoundingBox":{"x":2312.0,"y":11694.068359375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":11698.6162109375,"width":231.05859375,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"UX Success Metrics","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1630":{"type":"FRAME","id":"47:1630","name":"Frame 22","absoluteBoundingBox":{"x":2312.0,"y":10826.068359375,"width":295.0,"height":844.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10826.068359375,"width":295.0,"height":844.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,10034.068359375]],"size":{"x":295.0,"y":844.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1631"]},"47:1657":{"type":"FRAME","id":"47:1657","name":"Frame 22","absoluteBoundingBox":{"x":2312.0,"y":11448.068359375,"width":295.0,"height":222.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11448.068359375,"width":295.0,"height":222.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,569.0]],"size":{"x":295.0,"y":222.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:1658","47:1659","47:1660","47:1662","47:1663","47:1664"]},"47:1665":{"type":"TEXT","id":"47:1665","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":11647.068359375,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.7109375,"y":11652.533203125,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1661":{"type":"TEXT","id":"47:1661","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":11540.068359375,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.67602539062,"y":11545.533203125,"width":38.076171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1654":{"type":"TEXT","id":"47:1654","name":"Reviewer rejection rates","absoluteBoundingBox":{"x":2312.0,"y":11327.068359375,"width":295.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2313.58520507812,"y":11331.568359375,"width":200.31005859375,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,121.0]],"size":{"x":295.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewer rejection rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1652":{"type":"TEXT","id":"47:1652","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":11276.068359375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.55688476562,"y":11281.3046875,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1635":{"type":"FRAME","id":"47:1635","name":"Frame 24","absoluteBoundingBox":{"x":2312.0,"y":10879.068359375,"width":295.0,"height":263.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10879.068359375,"width":295.0,"height":263.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":263.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:1636","47:1637","47:1638","47:1640","47:1641","47:1642","47:1644","47:1645","47:1646"]},"47:1646":{"type":"FRAME","id":"47:1646","name":"Frame 290665","absoluteBoundingBox":{"x":2312.0,"y":11119.068359375,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11119.068359375,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1647"]},"47:1645":{"type":"TEXT","id":"47:1645","name":"Outreach completion time","absoluteBoundingBox":{"x":2312.0,"y":11085.068359375,"width":295.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2313.07397460938,"y":11089.568359375,"width":215.65087890625,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,206.0]],"size":{"x":295.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Outreach completion time","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1644":{"type":"RECTANGLE","id":"47:1644","name":"Rectangle 4","absoluteBoundingBox":{"x":2312.0,"y":11069.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11069.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,190.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1642":{"type":"FRAME","id":"47:1642","name":"Frame 290664","absoluteBoundingBox":{"x":2312.0,"y":11034.068359375,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11034.068359375,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,155.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1643"]},"47:1643":{"type":"TEXT","id":"47:1643","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":11034.068359375,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.86010742188,"y":11039.533203125,"width":40.74951171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1638":{"type":"FRAME","id":"47:1638","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":10949.068359375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10949.068359375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,70.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1639"]},"47:1637":{"type":"TEXT","id":"47:1637","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2312.0,"y":10915.068359375,"width":295.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2313.07397460938,"y":10919.798828125,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,36.0]],"size":{"x":295.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1632":{"type":"FRAME","id":"47:1632","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":10826.068359375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10826.068359375,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1633"]},"47:1462":{"type":"FRAME","id":"47:1462","name":"Frame 21","absoluteBoundingBox":{"x":2312.0,"y":9927.4033203125,"width":295.0,"height":874.665283203125},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":9927.4033203125,"width":295.0,"height":874.665283203125},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,9135.4033203125]],"size":{"x":295.0,"y":874.665283203125},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1463","47:1465","47:1466"]},"47:1463":{"type":"FRAME","id":"47:1463","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":9927.4033203125,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":9927.4033203125,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1464"]},"47:1270":{"type":"FRAME","id":"47:1270","name":"Frame 33","absoluteBoundingBox":{"x":2312.0,"y":5695.4033203125,"width":295.0,"height":4208.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5695.4033203125,"width":295.0,"height":4208.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":295.0,"y":4208.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1271","47:1283","47:1284","47:1296","47:1297"]},"47:1297":{"type":"FRAME","id":"47:1297","name":"Frame 33","absoluteBoundingBox":{"x":2312.0,"y":8681.4033203125,"width":295.0,"height":1222.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":8681.4033203125,"width":295.0,"height":1222.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2986.0]],"size":{"x":295.0,"y":1222.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1298","47:1299"]},"47:1299":{"type":"FRAME","id":"47:1299","name":"Frame 30","absoluteBoundingBox":{"x":2312.0,"y":8719.4033203125,"width":295.0,"height":1184.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":8719.4033203125,"width":295.0,"height":1184.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":1184.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1300","47:1303","47:1306"]},"47:1304":{"type":"TEXT","id":"47:1304","name":"Edge Cases","absoluteBoundingBox":{"x":2312.0,"y":9281.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":9285.6591796875,"width":112.391845703125,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1300":{"type":"FRAME","id":"47:1300","name":"Frame 26","absoluteBoundingBox":{"x":2312.0,"y":8719.4033203125,"width":295.0,"height":522.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":8719.4033203125,"width":295.0,"height":522.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":522.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1301","47:1302"]},"47:1301":{"type":"TEXT","id":"47:1301","name":"Observations","absoluteBoundingBox":{"x":2312.0,"y":8719.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.00854492188,"y":8723.02734375,"width":129.439697265625,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1284":{"type":"FRAME","id":"47:1284","name":"Frame 31","absoluteBoundingBox":{"x":2312.0,"y":7331.4033203125,"width":295.0,"height":1266.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":7331.4033203125,"width":295.0,"height":1266.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1636.0]],"size":{"x":295.0,"y":1266.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1285","47:1286"]},"47:1293":{"type":"FRAME","id":"47:1293","name":"Frame 28","absoluteBoundingBox":{"x":2312.0,"y":8251.4033203125,"width":295.0,"height":346.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":8251.4033203125,"width":295.0,"height":346.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,882.0]],"size":{"x":295.0,"y":346.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1294","47:1295"]},"47:1295":{"type":"TEXT","id":"47:1295","name":"Review workflows should prioritise exception handling over full revalidation. Mandatory review states are essential to ensure accountability and audit readiness. Human-in-the-loop checkpoints must be explicit and traceable, not implicit. The same data requires different representations depending on reviewer versus annotator needs.","absoluteBoundingBox":{"x":2312.0,"y":8289.4033203125,"width":295.0,"height":308.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":8293.69921875,"width":268.947509765625,"height":299.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":308.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Review workflows should prioritise exception handling over full revalidation.\nMandatory review states are essential to ensure accountability and audit readiness.\nHuman-in-the-loop checkpoints must be explicit and traceable, not implicit.\nThe same data requires different representations depending on reviewer versus annotator needs.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1294":{"type":"TEXT","id":"47:1294","name":"Insights","absoluteBoundingBox":{"x":2312.0,"y":8251.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":8255.02734375,"width":76.068603515625,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1292":{"type":"TEXT","id":"47:1292","name":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale. Manual rework loops resulted in poor traceability and limited audit visibility. High-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","absoluteBoundingBox":{"x":2312.0,"y":7947.4033203125,"width":295.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":7951.9033203125,"width":282.465087890625,"height":259.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale.\nManual rework loops resulted in poor traceability and limited audit visibility.\nHigh-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1289":{"type":"TEXT","id":"47:1289","name":"Locating documents assigned for review was slow and required unnecessary navigation. Providing review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions. While reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming. Reviewers focused on identifying exceptions rather than rechecking completeness. Pattern recognition and rapid visual scanning were the primary review strategies.","absoluteBoundingBox":{"x":2312.0,"y":7407.4033203125,"width":295.0,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":7411.9033203125,"width":282.70068359375,"height":457.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Locating documents assigned for review was slow and required unnecessary navigation.\nProviding review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions.\nWhile reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming.\nReviewers focused on identifying exceptions rather than rechecking completeness.\nPattern recognition and rapid visual scanning were the primary review strategies.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1283":{"type":"RECTANGLE","id":"47:1283","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":7287.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":7287.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1592.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1271":{"type":"FRAME","id":"47:1271","name":"Frame 32","absoluteBoundingBox":{"x":2312.0,"y":5695.4033203125,"width":295.0,"height":1552.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5695.4033203125,"width":295.0,"height":1552.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":1552.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1272","47:1273"]},"47:1273":{"type":"FRAME","id":"47:1273","name":"Frame 29","absoluteBoundingBox":{"x":2312.0,"y":5733.4033203125,"width":295.0,"height":1514.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5733.4033203125,"width":295.0,"height":1514.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":1514.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1274","47:1277","47:1280"]},"48:2941":{"type":"FRAME","id":"48:2941","name":"Frame 29","absoluteBoundingBox":{"x":2312.0,"y":18337.083984375,"width":295.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":18337.083984375,"width":295.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,862.0]],"size":{"x":295.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2942","48:2943"]},"47:1282":{"type":"TEXT","id":"47:1282","name":"Reducing context switching has a greater impact than speeding up individual actions. Analysts need support maintaining case context across documents, not just faster annotation tools. AI is most effective when it supports validation rather than replacing judgement.","absoluteBoundingBox":{"x":2312.0,"y":7027.4033203125,"width":295.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":7031.9033203125,"width":282.953125,"height":215.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reducing context switching has a greater impact than speeding up individual actions.\nAnalysts need support maintaining case context across documents, not just faster annotation tools.\nAI is most effective when it supports validation rather than replacing judgement.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1281":{"type":"TEXT","id":"47:1281","name":"Insights","absoluteBoundingBox":{"x":2312.0,"y":6989.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":6993.02685546875,"width":76.068603515625,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1277":{"type":"FRAME","id":"47:1277","name":"Frame 27","absoluteBoundingBox":{"x":2312.0,"y":6515.4033203125,"width":295.0,"height":434.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":6515.4033203125,"width":295.0,"height":434.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,782.0]],"size":{"x":295.0,"y":434.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1278","47:1279"]},"47:1276":{"type":"TEXT","id":"47:1276","name":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory. Workflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching. Manual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents. Repetitive cross-checking and document matching increased fatigue, with error rates rising later in the day. Analysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure. When AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","absoluteBoundingBox":{"x":2312.0,"y":5771.4033203125,"width":295.0,"height":704.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":5776.3125,"width":281.861083984375,"height":698.7724609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":704.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory.\nWorkflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching.\nManual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents.\nRepetitive cross-checking and document matching increased fatigue, with error rates rising later in the day.\nAnalysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure.\nWhen AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:986":{"type":"FRAME","id":"47:986","name":"Frame 19","absoluteBoundingBox":{"x":2312.0,"y":4549.4033203125,"width":295.0,"height":1079.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4549.4033203125,"width":295.0,"height":1079.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,3757.40307617188]],"size":{"x":295.0,"y":1079.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:987"]},"47:987":{"type":"FRAME","id":"47:987","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":4549.4033203125,"width":295.0,"height":1079.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4549.4033203125,"width":295.0,"height":1079.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":1079.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:988","47:990"]},"47:1009":{"type":"TEXT","id":"47:1009","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":2312.0,"y":5488.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2313.38061523438,"y":5492.9033203125,"width":267.8291015625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:998":{"type":"FRAME","id":"47:998","name":"Frame 23","absoluteBoundingBox":{"x":2312.0,"y":4972.4033203125,"width":295.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4972.4033203125,"width":295.0,"height":404.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,370.0]],"size":{"x":295.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:999","47:1000","47:1001","47:1002","47:1003","47:1004","47:1005","47:1006"]},"47:1006":{"type":"TEXT","id":"47:1006","name":"Case lifecycle analysis (delays, rework loops, handoffs)","absoluteBoundingBox":{"x":2312.0,"y":5332.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2313.07397460938,"y":5336.69873046875,"width":257.3388671875,"height":39.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,360.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case lifecycle analysis (delays, rework loops, handoffs)","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1005":{"type":"RECTANGLE","id":"47:1005","name":"Rectangle 5","absoluteBoundingBox":{"x":2312.0,"y":5304.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5304.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,332.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1002":{"type":"TEXT","id":"47:1002","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":2312.0,"y":5140.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":5144.9033203125,"width":265.775390625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:999":{"type":"TEXT","id":"47:999","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":2312.0,"y":4972.4033203125,"width":295.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":2312.47583007812,"y":4976.02685546875,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:991":{"type":"FRAME","id":"47:991","name":"Frame 24","absoluteBoundingBox":{"x":2312.0,"y":4602.4033203125,"width":295.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4602.4033203125,"width":295.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:992","47:993","47:994","47:995","47:996","47:997"]},"47:993":{"type":"TEXT","id":"47:993","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":2312.0,"y":4650.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.92041015625,"y":4654.9033203125,"width":266.9462890625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:992":{"type":"TEXT","id":"47:992","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2312.0,"y":4602.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.00854492188,"y":4606.02685546875,"width":191.6083984375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:989":{"type":"TEXT","id":"47:989","name":"Research & Discovery","absoluteBoundingBox":{"x":2312.0,"y":4549.4033203125,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":4553.95166015625,"width":251.098388671875,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:851":{"type":"FRAME","id":"47:851","name":"Frame 21","absoluteBoundingBox":{"x":2312.0,"y":4100.0,"width":295.0,"height":425.403076171875},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4100.0,"width":295.0,"height":425.4033203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,794.0]],"size":{"x":295.0,"y":425.403076171875},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:852","47:853"]},"47:852":{"type":"RECTANGLE","id":"47:852","name":"image 2","absoluteBoundingBox":{"x":2312.0,"y":4100.0,"width":295.0,"height":184.860198974609},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4100.0,"width":295.0,"height":184.8603515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":184.860198974609},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for projects","ariaAttributes":{},"interactions":[]},"47:848":{"type":"FRAME","id":"47:848","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":3306.0,"width":295.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":3306.0,"width":295.0,"height":58.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":58.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:849"]},"47:824":{"type":"FRAME","id":"47:824","name":"Frame 16","absoluteBoundingBox":{"x":2312.0,"y":2315.0,"width":295.0,"height":967.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":2315.0,"width":295.0,"height":967.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,1523.0]],"size":{"x":295.0,"y":967.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:825"]},"47:825":{"type":"FRAME","id":"47:825","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":2315.0,"width":295.0,"height":967.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":2315.0,"width":295.0,"height":967.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":967.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:826","47:828"]},"47:828":{"type":"TEXT","id":"47:828","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2312.0,"y":2358.0,"width":295.0,"height":924.0},"isolatedAbsoluteRenderBounds":{"x":2312.38354492188,"y":2362.5,"width":291.830078125,"height":919.386474609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":295.0,"y":924.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:826":{"type":"FRAME","id":"47:826","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":2315.0,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":2315.0,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:827"]},"47:827":{"type":"TEXT","id":"47:827","name":"Role Context at FinTrU","absoluteBoundingBox":{"x":2312.0,"y":2315.0,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":2319.54833984375,"width":256.00634765625,"height":18.707275390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Role Context at FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:513":{"type":"TEXT","id":"18:513","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":2352.0,"y":1515.0,"width":215.0,"height":696.0},"isolatedAbsoluteRenderBounds":{"x":2352.54541015625,"y":1519.84655761719,"width":209.222900390625,"height":690.062622070312},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,549.0]],"size":{"x":215.0,"y":696.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"18:511":{"type":"TEXT","id":"18:511","name":"AI-Assisted Document Annotation & Case Management","absoluteBoundingBox":{"x":2352.0,"y":1102.0,"width":215.0,"height":336.0},"isolatedAbsoluteRenderBounds":{"x":2352.99438476562,"y":1111.90905761719,"width":204.79443359375,"height":317.53125},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,136.0]],"size":{"x":215.0,"y":336.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"AI-Assisted Document Annotation & Case Management ","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:510":{"type":"RECTANGLE","id":"18:510","name":"Rectangle 1","absoluteBoundingBox":{"x":2352.0,"y":1076.0,"width":215.0,"height":2.0},"isolatedAbsoluteRenderBounds":{"x":2352.0,"y":1076.0,"width":215.0,"height":2.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,30.0]],"size":{"x":215.0,"y":2.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:509":{"type":"TEXT","id":"18:509","name":"CASE STUDY","absoluteBoundingBox":{"x":2352.0,"y":1046.0,"width":215.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2352.79907226562,"y":1048.94177246094,"width":95.954833984375,"height":11.223388671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":215.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"CASE STUDY","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":15.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.15,"letterSpacingValue":1.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.1534080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2949":{"type":"TEXT","id":"48:2949","name":"Maintained human sign-off at high-risk points Added explanations instead of hiding uncertainty Pushed for configurable workflows instead of bespoke solutions Phased advanced features without compromising core workflows","absoluteBoundingBox":{"x":2312.0,"y":18823.083984375,"width":295.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":18827.37890625,"width":272.048828125,"height":211.91015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,52.0]],"size":{"x":295.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Maintained human sign-off at high-risk points\nAdded explanations instead of hiding uncertainty\nPushed for configurable workflows instead of bespoke solutions\nPhased advanced features without compromising core workflows","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:506":{"type":"TEXT","id":"18:506","name":"Here is a sample of user-centric design projects I’ve worked on.","absoluteBoundingBox":{"x":2312.0,"y":855.0,"width":295.0,"height":87.0},"isolatedAbsoluteRenderBounds":{"x":2313.125,"y":859.727294921875,"width":280.014892578125,"height":76.5369262695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":87.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Here is a sample of user-centric design projects I’ve worked on.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:488":{"type":"FRAME","id":"18:488","name":"Frame 12","absoluteBoundingBox":{"x":2272.0,"y":784.0,"width":1280.0,"height":650.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":784.0,"width":1280.0,"height":650.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,684.0]],"size":{"x":1280.0,"y":650.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["18:489","18:492","18:494","47:785","47:816","47:960","47:1223","47:1457","47:1594","47:1850","47:2079","47:2342","48:2618","48:2714","48:2890","48:2916"]},"48:2916":{"type":"FRAME","id":"48:2916","name":"Frame 28","absoluteBoundingBox":{"x":2392.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,13051.5791015625]],"size":{"x":1040.0,"y":389.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2917","48:2919"]},"48:2951":{"type":"TEXT","id":"48:2951","name":"Aligning Teams","absoluteBoundingBox":{"x":2312.0,"y":19067.083984375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2312.47583007812,"y":19070.70703125,"width":148.4638671875,"height":19.6953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Aligning Teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2919":{"type":"FRAME","id":"48:2919","name":"Frame 290676","absoluteBoundingBox":{"x":2392.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":346.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2920","48:2921","48:2924"]},"48:2924":{"type":"FRAME","id":"48:2924","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,230.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2925","48:2926"]},"48:2925":{"type":"TEXT","id":"48:2925","name":"What I’d Do Differently","absoluteBoundingBox":{"x":2392.0,"y":14108.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2392.37646484375,"y":14112.203125,"width":216.22314453125,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What I’d Do Differently","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2921":{"type":"FRAME","id":"48:2921","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,68.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2922","48:2923"]},"48:2923":{"type":"TEXT","id":"48:2923","name":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity. Analysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it. Once the system behaved consistently and explained itself, adoption followed naturally. We learned that human-in-the-loop isn’t just adding a review step. It’s about redesigning the entire workflow so validation feels like supervision, not busywork.","absoluteBoundingBox":{"x":2392.0,"y":13974.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13978.875,"width":844.996337890625,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity.\nAnalysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it.\nOnce the system behaved consistently and explained itself, adoption followed naturally.\nWe learned that human-in-the-loop isn’t just adding a review step.\nIt’s about redesigning the entire workflow so validation feels like supervision, not busywork.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2922":{"type":"TEXT","id":"48:2922","name":"What Worked & What I Learned","absoluteBoundingBox":{"x":2392.0,"y":13946.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2392.37646484375,"y":13950.841796875,"width":299.080810546875,"height":14.9501953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What Worked & What I Learned","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2920":{"type":"TEXT","id":"48:2920","name":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","absoluteBoundingBox":{"x":2392.0,"y":13878.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2392.86938476562,"y":13882.875,"width":981.86376953125,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2890":{"type":"FRAME","id":"48:2890","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,12074.5791015625]],"size":{"x":1040.0,"y":913.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2891","48:2893"]},"48:2893":{"type":"FRAME","id":"48:2893","name":"Frame 290676","absoluteBoundingBox":{"x":2392.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":870.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2894","48:2895","48:2898","48:2901","48:2904","48:2907","48:2910","48:2913"]},"48:2913":{"type":"FRAME","id":"48:2913","name":"Frame 32","absoluteBoundingBox":{"x":2392.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,798.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2914","48:2915"]},"48:2914":{"type":"TEXT","id":"48:2914","name":"Aligning Teams","absoluteBoundingBox":{"x":2392.0,"y":13699.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2392.47583007812,"y":13703.203125,"width":148.4638671875,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Aligning Teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1010":{"type":"RECTANGLE","id":"47:1010","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":5556.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5556.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2912":{"type":"TEXT","id":"48:2912","name":"Maintained human sign-off at high-risk points Added explanations instead of hiding uncertainty Pushed for configurable workflows instead of bespoke solutions Phased advanced features without compromising core workflows","absoluteBoundingBox":{"x":2392.0,"y":13587.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13591.875,"width":565.1943359375,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Maintained human sign-off at high-risk points\nAdded explanations instead of hiding uncertainty\nPushed for configurable workflows instead of bespoke solutions\nPhased advanced features without compromising core workflows","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2908":{"type":"TEXT","id":"48:2908","name":"Delivery","absoluteBoundingBox":{"x":2392.0,"y":13397.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.26416015625,"y":13401.203125,"width":78.65185546875,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2906":{"type":"TEXT","id":"48:2906","name":"Embedded regulatory requirements into interaction design Negotiated review checkpoints and mandatory confirmations","absoluteBoundingBox":{"x":2392.0,"y":13329.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13334.0791015625,"width":529.46435546875,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Embedded regulatory requirements into interaction design\nNegotiated review checkpoints and mandatory confirmations","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2905":{"type":"TEXT","id":"48:2905","name":"Compliance & Risk","absoluteBoundingBox":{"x":2392.0,"y":13301.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":13305.203125,"width":178.3359375,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2901":{"type":"FRAME","id":"48:2901","name":"Frame 28","absoluteBoundingBox":{"x":2392.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,282.0]],"size":{"x":1040.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2902","48:2903"]},"48:2903":{"type":"TEXT","id":"48:2903","name":"Shaped where AI could assist vs where humans must decide Translated model confidence and failure modes into UX safeguards Aligned on feedback loops between user corrections and model learning","absoluteBoundingBox":{"x":2392.0,"y":13211.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13216.0791015625,"width":623.975830078125,"height":61.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Shaped where AI could assist vs where humans must decide\nTranslated model confidence and failure modes into UX safeguards\nAligned on feedback loops between user corrections and model learning","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2902":{"type":"TEXT","id":"48:2902","name":"Data Science","absoluteBoundingBox":{"x":2392.0,"y":13183.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.26416015625,"y":13187.203125,"width":125.404052734375,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Data Science","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2899":{"type":"TEXT","id":"48:2899","name":"Engineering & Architecture","absoluteBoundingBox":{"x":2392.0,"y":13087.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.26416015625,"y":13091.203125,"width":259.5703125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Engineering & Architecture","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2895":{"type":"FRAME","id":"48:2895","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,90.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2896","48:2897"]},"48:2897":{"type":"TEXT","id":"48:2897","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":2392.0,"y":13019.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13023.875,"width":747.857177734375,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2894":{"type":"TEXT","id":"48:2894","name":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","absoluteBoundingBox":{"x":2392.0,"y":12901.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2392.46020507812,"y":12905.875,"width":1032.19799804688,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2892":{"type":"TEXT","id":"48:2892","name":"Collaboration & Influence","absoluteBoundingBox":{"x":2392.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.21020507812,"y":12863.126953125,"width":290.9814453125,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Collaboration & Influence","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2725":{"type":"RECTANGLE","id":"48:2725","name":"image 28","absoluteBoundingBox":{"x":2392.0,"y":11730.318359375,"width":1040.0,"height":1064.26049804688},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":11730.318359375,"width":1040.0,"height":1064.2607421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1322.53515625]],"size":{"x":1040.0,"y":1064.26049804688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2129":{"type":"RECTANGLE","id":"47:2129","name":"Rectangle 4","absoluteBoundingBox":{"x":2312.0,"y":12750.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12750.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,234.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2724":{"type":"RECTANGLE","id":"48:2724","name":"image 27","absoluteBoundingBox":{"x":2392.0,"y":10898.783203125,"width":1040.0,"height":817.535217285156},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":10898.783203125,"width":1040.0,"height":817.53515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,491.0]],"size":{"x":1040.0,"y":817.535217285156},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2721":{"type":"FRAME","id":"48:2721","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":10670.783203125,"width":1040.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":10670.783203125,"width":1040.0,"height":214.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,263.0]],"size":{"x":1040.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2722","48:2723"]},"48:2723":{"type":"TEXT","id":"48:2723","name":"WCAG-compliant colour contrast and iconography Full keyboard navigation for high-volume workflows Clear focus management in state transitions Standardised components ensured design consistency Engineers reused validated patterns across features Reduced QA cycles due to predictable behaviour Faster design-to-dev handoff, as we progressed Reduced cognitive load for users moving between tools","absoluteBoundingBox":{"x":2392.0,"y":10708.783203125,"width":1040.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":10713.283203125,"width":482.609619140625,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"WCAG-compliant colour contrast and iconography\nFull keyboard navigation for high-volume workflows\nClear focus management in state transitions\nStandardised components ensured design consistency\nEngineers reused validated patterns across features\nReduced QA cycles due to predictable behaviour\nFaster design-to-dev handoff, as we progressed\nReduced cognitive load for users moving between tools","lineIndentations":[1,1,1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2722":{"type":"TEXT","id":"48:2722","name":"Accessibility & Inclusive nature","absoluteBoundingBox":{"x":2392.0,"y":10670.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2392.47583007812,"y":10674.4072265625,"width":300.9306640625,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accessibility & Inclusive nature","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2718":{"type":"FRAME","id":"48:2718","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":10530.783203125,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":10530.783203125,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,123.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2719","48:2720"]},"48:2719":{"type":"TEXT","id":"48:2719","name":"My Role","absoluteBoundingBox":{"x":2392.0,"y":10530.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.26416015625,"y":10535.2373046875,"width":74.634521484375,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"My Role","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2716":{"type":"TEXT","id":"48:2716","name":"Design System & Scale Considerations","absoluteBoundingBox":{"x":2392.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":10412.3310546875,"width":446.750244140625,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Design System & Scale Considerations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2618":{"type":"FRAME","id":"48:2618","name":"Frame 290675","absoluteBoundingBox":{"x":2272.0,"y":3036.763671875,"width":640.0,"height":798.728210449219},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":3036.763671875,"width":640.0,"height":798.728210449219},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2252.763671875]],"size":{"x":640.0,"y":798.728210449219},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2619","48:2620"]},"48:2620":{"type":"FRAME","id":"48:2620","name":"Frame 290673","absoluteBoundingBox":{"x":2272.0,"y":3629.49194335938,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":3629.49194335938,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,592.728210449219]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2621","48:2622"]},"48:2622":{"type":"FRAME","id":"48:2622","name":"Frame 3","absoluteBoundingBox":{"x":2272.0,"y":3793.49194335938,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":3793.49194335938,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2623"]},"47:1275":{"type":"TEXT","id":"47:1275","name":"Observations","absoluteBoundingBox":{"x":2312.0,"y":5733.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.00854492188,"y":5737.02685546875,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2623":{"type":"TEXT","id":"48:2623","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2288.0,"y":3805.49194335938,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2288.0,"y":3808.81787109375,"width":154.2509765625,"height":14.41259765625},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2621":{"type":"TEXT","id":"48:2621","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":2272.0,"y":3629.49194335938,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":2272.5625,"y":3633.65307617188,"width":626.53662109375,"height":127.520751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2342":{"type":"FRAME","id":"47:2342","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":8885.783203125,"width":1040.0,"height":1458.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8885.783203125,"width":1040.0,"height":1458.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,8101.783203125]],"size":{"x":1040.0,"y":1458.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:2343","47:2345"]},"47:2366":{"type":"FRAME","id":"47:2366","name":"Frame 290673","absoluteBoundingBox":{"x":2806.0,"y":9982.783203125,"width":626.0,"height":361.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":9982.783203125,"width":626.0,"height":361.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":361.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2367","47:2368"]},"47:2365":{"type":"RECTANGLE","id":"47:2365","name":"image 8","absoluteBoundingBox":{"x":2392.0,"y":9982.783203125,"width":400.0,"height":361.0},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":9982.783203125,"width":400.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":361.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2358":{"type":"FRAME","id":"47:2358","name":"Frame 290674","absoluteBoundingBox":{"x":2392.0,"y":9640.783203125,"width":1040.0,"height":278.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":9640.783203125,"width":1040.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,712.0]],"size":{"x":1040.0,"y":278.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2359","47:2360"]},"47:2363":{"type":"TEXT","id":"47:2363","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2822.0,"y":9816.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2822.0,"y":9820.109375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2359":{"type":"RECTANGLE","id":"47:2359","name":"image 9","absoluteBoundingBox":{"x":2392.0,"y":9640.783203125,"width":400.0,"height":278.0},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":9640.783203125,"width":400.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":278.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2357":{"type":"TEXT","id":"47:2357","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2822.0,"y":9443.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2822.0,"y":9447.109375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2355":{"type":"TEXT","id":"47:2355","name":"Case Management Case information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst.","absoluteBoundingBox":{"x":2806.0,"y":9245.783203125,"width":626.0,"height":154.0},"isolatedAbsoluteRenderBounds":{"x":2806.5625,"y":9250.513671875,"width":623.05078125,"height":148.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":154.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Case Management\nCase information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2353":{"type":"RECTANGLE","id":"47:2353","name":"image 10","absoluteBoundingBox":{"x":2392.0,"y":9245.783203125,"width":400.0,"height":331.0},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":9245.783203125,"width":400.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":331.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2348":{"type":"FRAME","id":"47:2348","name":"Frame 290673","absoluteBoundingBox":{"x":2806.0,"y":8928.783203125,"width":626.0,"height":253.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":8928.783203125,"width":626.0,"height":253.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":253.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2349","47:2350"]},"47:2350":{"type":"FRAME","id":"47:2350","name":"Frame 3","absoluteBoundingBox":{"x":2806.0,"y":9092.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":9092.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2351"]},"47:2351":{"type":"TEXT","id":"47:2351","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2822.0,"y":9104.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2822.0,"y":9108.109375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:994":{"type":"RECTANGLE","id":"47:994","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":4718.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4718.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2349":{"type":"TEXT","id":"47:2349","name":"Annotation Tool Traditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two.","absoluteBoundingBox":{"x":2806.0,"y":8928.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":2806.42822265625,"y":8932.9443359375,"width":613.35009765625,"height":124.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Annotation Tool\nTraditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2347":{"type":"RECTANGLE","id":"47:2347","name":"image 26","absoluteBoundingBox":{"x":2392.0,"y":8928.783203125,"width":400.0,"height":253.0},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8928.783203125,"width":400.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":253.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2343":{"type":"FRAME","id":"47:2343","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":8885.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8885.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2344"]},"47:2079":{"type":"FRAME","id":"47:2079","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7586.783203125]],"size":{"x":1040.0,"y":451.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:2080"]},"47:1290":{"type":"FRAME","id":"47:1290","name":"Frame 27","absoluteBoundingBox":{"x":2312.0,"y":7909.4033203125,"width":295.0,"height":302.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":7909.4033203125,"width":295.0,"height":302.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,540.0]],"size":{"x":295.0,"y":302.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1291","47:1292"]},"47:2083":{"type":"FRAME","id":"47:2083","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:2084"]},"47:2084":{"type":"FRAME","id":"47:2084","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2085","47:2089","47:2090","47:2094","47:2095","47:2099","47:2100","47:2104","47:2105","47:2109","47:2110"]},"47:2110":{"type":"FRAME","id":"47:2110","name":"Frame 290671","absoluteBoundingBox":{"x":2392.0,"y":8798.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8798.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2111","47:2113"]},"47:2113":{"type":"TEXT","id":"47:2113","name":"“A noticeable change and stronger alignment with regulatory expectations”","absoluteBoundingBox":{"x":2573.0,"y":8798.783203125,"width":630.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2573.86938476562,"y":8803.283203125,"width":627.666748046875,"height":17.38671875},"relativeTransform":[[1.0,0.0,181.0],[0.0,1.0,0.0]],"size":{"x":630.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“A noticeable change and stronger alignment with regulatory expectations”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2108":{"type":"TEXT","id":"47:2108","name":"“Workload distribution has become easier”","absoluteBoundingBox":{"x":2620.0,"y":8723.783203125,"width":357.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2620.86938476562,"y":8728.283203125,"width":354.95703125,"height":13.73046875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":357.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Workload distribution has become easier”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2106":{"type":"FRAME","id":"47:2106","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":8723.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8723.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2107"]},"47:2104":{"type":"RECTANGLE","id":"47:2104","name":"Rectangle 6","absoluteBoundingBox":{"x":2392.0,"y":8695.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8695.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,272.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2101":{"type":"FRAME","id":"47:2101","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":8648.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8648.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2102"]},"47:2102":{"type":"TEXT","id":"47:2102","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":8648.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.7060546875,"y":8654.01953125,"width":170.606201171875,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2099":{"type":"RECTANGLE","id":"47:2099","name":"Rectangle 5","absoluteBoundingBox":{"x":2392.0,"y":8620.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8620.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,197.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2096":{"type":"FRAME","id":"47:2096","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":8573.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8573.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2097"]},"47:2094":{"type":"RECTANGLE","id":"47:2094","name":"Rectangle 4","absoluteBoundingBox":{"x":2392.0,"y":8545.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8545.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2090":{"type":"FRAME","id":"47:2090","name":"Frame 290667","absoluteBoundingBox":{"x":2392.0,"y":8498.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8498.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,75.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2091","47:2093"]},"47:2093":{"type":"TEXT","id":"47:2093","name":"“Don’t want to go back earlier ways of working with tool.”","absoluteBoundingBox":{"x":2508.0,"y":8498.783203125,"width":480.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2508.86938476562,"y":8503.0791015625,"width":477.475830078125,"height":17.5908203125},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Don’t want to go back earlier ways of working with tool.”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2089":{"type":"RECTANGLE","id":"47:2089","name":"Rectangle 3","absoluteBoundingBox":{"x":2392.0,"y":8470.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8470.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,47.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2085":{"type":"FRAME","id":"47:2085","name":"Frame 290666","absoluteBoundingBox":{"x":2392.0,"y":8423.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8423.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2086","47:2088"]},"47:2088":{"type":"TEXT","id":"47:2088","name":"“Validation feels more like supervision than manual work”","absoluteBoundingBox":{"x":2508.0,"y":8423.783203125,"width":479.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2508.86938476562,"y":8428.0791015625,"width":476.387939453125,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":479.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Validation feels more like supervision than manual work”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2081":{"type":"FRAME","id":"47:2081","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8370.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2082"]},"47:1850":{"type":"FRAME","id":"47:1850","name":"Frame 23","absoluteBoundingBox":{"x":2392.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7207.783203125]],"size":{"x":1040.0,"y":315.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1851"]},"47:1873":{"type":"TEXT","id":"47:1873","name":"Analyst-reported fatigue during long sessions","absoluteBoundingBox":{"x":3128.0,"y":8188.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3128.46020507812,"y":8193.0791015625,"width":263.736572265625,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analyst-reported fatigue during long sessions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1871":{"type":"TEXT","id":"47:1871","name":"Task completion without external tools","absoluteBoundingBox":{"x":3128.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3128.5625,"y":8097.283203125,"width":276.74365234375,"height":35.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Task completion without external tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2344":{"type":"TEXT","id":"47:2344","name":"Interaction Design Portfolios","absoluteBoundingBox":{"x":2392.0,"y":8885.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":8890.3310546875,"width":330.12158203125,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Interaction Design Portfolios","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1870":{"type":"TEXT","id":"47:1870","name":"Cognitive Load","absoluteBoundingBox":{"x":3128.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3129.00854492188,"y":8048.40673828125,"width":143.364501953125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Cognitive Load","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1862":{"type":"FRAME","id":"47:1862","name":"Frame 23","absoluteBoundingBox":{"x":2760.0,"y":8044.783203125,"width":304.0,"height":218.0},"isolatedAbsoluteRenderBounds":{"x":2760.0,"y":8044.783203125,"width":304.0,"height":218.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":218.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1863","47:1864","47:1865","47:1866","47:1867","47:1868"]},"47:1865":{"type":"RECTANGLE","id":"47:1865","name":"Rectangle 3","absoluteBoundingBox":{"x":2760.0,"y":8138.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2760.0,"y":8138.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1864":{"type":"TEXT","id":"47:1864","name":"Annotation correction frequency","absoluteBoundingBox":{"x":2760.0,"y":8092.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2760.46020507812,"y":8097.07861328125,"width":271.449951171875,"height":17.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Annotation correction frequency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1863":{"type":"TEXT","id":"47:1863","name":"Error Reduction","absoluteBoundingBox":{"x":2760.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2761.26416015625,"y":8048.40673828125,"width":149.06884765625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Error Reduction","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1855":{"type":"FRAME","id":"47:1855","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":8044.783203125,"width":304.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8044.783203125,"width":304.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1856","47:1857","47:1858","47:1859","47:1860","47:1861"]},"47:1861":{"type":"TEXT","id":"47:1861","name":"Number of clicks / context switches per case","absoluteBoundingBox":{"x":2392.0,"y":8262.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2393.38061523438,"y":8267.0791015625,"width":299.016845703125,"height":39.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,218.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Number of clicks / context switches per case","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1860":{"type":"RECTANGLE","id":"47:1860","name":"Rectangle 4","absoluteBoundingBox":{"x":2392.0,"y":8234.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8234.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,190.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1859":{"type":"TEXT","id":"47:1859","name":"Time to identify missing information","absoluteBoundingBox":{"x":2392.0,"y":8188.783203125,"width":301.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2392.86938476562,"y":8193.0791015625,"width":298.425048828125,"height":17.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":301.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time to identify missing information","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1857":{"type":"TEXT","id":"47:1857","name":"Time-on-task for document validation","absoluteBoundingBox":{"x":2392.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2392.61352539062,"y":8097.07861328125,"width":231.430908203125,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-on-task for document validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1856":{"type":"TEXT","id":"47:1856","name":"Efficiency","absoluteBoundingBox":{"x":2392.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.26416015625,"y":8048.40673828125,"width":95.658935546875,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1852":{"type":"FRAME","id":"47:1852","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7991.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1853"]},"47:1853":{"type":"TEXT","id":"47:1853","name":"UX Success Metrics","absoluteBoundingBox":{"x":2392.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":7996.33154296875,"width":231.05859375,"height":18.70751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"UX Success Metrics","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1303":{"type":"FRAME","id":"47:1303","name":"Frame 27","absoluteBoundingBox":{"x":2312.0,"y":9281.4033203125,"width":295.0,"height":236.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":9281.4033203125,"width":295.0,"height":236.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,562.0]],"size":{"x":295.0,"y":236.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1304","47:1305"]},"47:1595":{"type":"FRAME","id":"47:1595","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":412.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1596","47:1598"]},"48:2896":{"type":"TEXT","id":"48:2896","name":"Product Management","absoluteBoundingBox":{"x":2392.0,"y":12991.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.26416015625,"y":12996.033203125,"width":207.62353515625,"height":18.8642578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product Management","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1628":{"type":"FRAME","id":"47:1628","name":"Frame 290664","absoluteBoundingBox":{"x":3128.0,"y":7827.783203125,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3128.0,"y":7827.783203125,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1629"]},"47:1629":{"type":"TEXT","id":"47:1629","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":3140.0,"y":7827.783203125,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3140.7109375,"y":7833.24853515625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1625":{"type":"TEXT","id":"47:1625","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":3140.0,"y":7684.783203125,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3140.67602539062,"y":7690.24853515625,"width":38.076171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2112":{"type":"TEXT","id":"47:2112","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":8798.783203125,"width":125.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.7060546875,"y":8804.01953125,"width":123.548828125,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":125.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1623":{"type":"TEXT","id":"47:1623","name":"Onboard new clients directly without customisation","absoluteBoundingBox":{"x":3128.0,"y":7616.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3128.61352539062,"y":7621.283203125,"width":239.838134765625,"height":35.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Onboard new clients directly without customisation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1622":{"type":"TEXT","id":"47:1622","name":"Analysts","absoluteBoundingBox":{"x":3128.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3128.47583007812,"y":7573.23779296875,"width":84.39599609375,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1612":{"type":"FRAME","id":"47:1612","name":"Frame 23","absoluteBoundingBox":{"x":2760.0,"y":7568.783203125,"width":304.0,"height":238.0},"isolatedAbsoluteRenderBounds":{"x":2760.0,"y":7568.783203125,"width":304.0,"height":238.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":238.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1613","47:1614","47:1615","47:1617","47:1618","47:1619"]},"47:1615":{"type":"FRAME","id":"47:1615","name":"Frame 290663","absoluteBoundingBox":{"x":2760.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2760.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1616"]},"47:1616":{"type":"TEXT","id":"47:1616","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2772.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2772.55688476562,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1611":{"type":"TEXT","id":"47:1611","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":7904.783203125,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.72583007812,"y":7910.1240234375,"width":71.7587890625,"height":11.01220703125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1609":{"type":"TEXT","id":"47:1609","name":"Outreach completion time","absoluteBoundingBox":{"x":2392.0,"y":7858.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2393.07397460938,"y":7863.283203125,"width":215.65087890625,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,290.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Outreach completion time","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1608":{"type":"RECTANGLE","id":"47:1608","name":"Rectangle 4","absoluteBoundingBox":{"x":2392.0,"y":7830.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7830.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,262.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1607":{"type":"TEXT","id":"47:1607","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":7783.783203125,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.86010742188,"y":7789.24853515625,"width":40.74951171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1603":{"type":"TEXT","id":"47:1603","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.55688476562,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1457":{"type":"FRAME","id":"47:1457","name":"Frame 21","absoluteBoundingBox":{"x":2392.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,5546.708984375]],"size":{"x":1040.0,"y":1121.07409667969},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1458","47:1460","47:1461"]},"47:1461":{"type":"RECTANGLE","id":"47:1461","name":"image 16","absoluteBoundingBox":{"x":2392.0,"y":6585.708984375,"width":1040.0,"height":866.074096679688},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6585.708984375,"width":1040.0,"height":866.07421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,255.0]],"size":{"x":1040.0,"y":866.074096679688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2717":{"type":"TEXT","id":"48:2717","name":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","absoluteBoundingBox":{"x":2392.0,"y":10450.783203125,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2392.46020507812,"y":10455.0791015625,"width":1036.95263671875,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1458":{"type":"FRAME","id":"47:1458","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6330.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1459"]},"47:1459":{"type":"TEXT","id":"47:1459","name":"Before-After Workflow","absoluteBoundingBox":{"x":2392.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":6335.43603515625,"width":262.571533203125,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1224":{"type":"FRAME","id":"47:1224","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":1957.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1225","47:1227"]},"48:2734":{"type":"TEXT","id":"48:2734","name":"Accessibility & Inclusive nature","absoluteBoundingBox":{"x":2312.0,"y":16432.3046875,"width":295.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":2312.47583007812,"y":16435.927734375,"width":233.114990234375,"height":39.58984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accessibility & Inclusive nature","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1227":{"type":"FRAME","id":"47:1227","name":"Frame 33","absoluteBoundingBox":{"x":2272.0,"y":826.708984375,"width":1040.0,"height":1914.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":826.708984375,"width":1040.0,"height":1914.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1914.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1228","47:1240","47:1241","47:1253","47:1254"]},"48:2945":{"type":"TEXT","id":"48:2945","name":"Delivery","absoluteBoundingBox":{"x":2312.0,"y":18499.083984375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":18502.70703125,"width":78.65185546875,"height":19.46875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1254":{"type":"FRAME","id":"47:1254","name":"Frame 33","absoluteBoundingBox":{"x":2272.0,"y":2202.708984375,"width":1040.0,"height":538.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":2202.708984375,"width":1040.0,"height":538.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1376.0]],"size":{"x":1040.0,"y":538.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1255","47:1256"]},"47:1263":{"type":"FRAME","id":"47:1263","name":"Frame 28","absoluteBoundingBox":{"x":2992.0,"y":2240.708984375,"width":320.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":2992.0,"y":2240.708984375,"width":320.0,"height":324.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1264","47:1265"]},"47:1260":{"type":"FRAME","id":"47:1260","name":"Frame 27","absoluteBoundingBox":{"x":2632.0,"y":2240.708984375,"width":320.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":2632.0,"y":2240.708984375,"width":320.0,"height":214.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1261","47:1262"]},"47:1261":{"type":"TEXT","id":"47:1261","name":"Edge Cases","absoluteBoundingBox":{"x":2632.0,"y":2240.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2633.26416015625,"y":2244.96459960938,"width":112.391845703125,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2133":{"type":"TEXT","id":"47:2133","name":"“I feel more confident to handle complex cases”","absoluteBoundingBox":{"x":2312.0,"y":12813.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":12817.3642578125,"width":262.139404296875,"height":39.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,35.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I feel more confident to handle complex cases”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1257":{"type":"FRAME","id":"47:1257","name":"Frame 26","absoluteBoundingBox":{"x":2272.0,"y":2240.708984375,"width":320.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":2240.708984375,"width":320.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1258","47:1259"]},"47:1259":{"type":"TEXT","id":"47:1259","name":"Supervisors lacked visibility into case progress across entities belonging to the same parent company. Operational efficiency and team performance had to be calculated manually, outside the platform. Identifying blockers within a project was difficult, increasing the risk of late-stage delays. Project metrics relied on manually updated case statuses, which were often outdated or inconsistent. Supervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details. Individual cases were rarely inspected unless surfaced by metrics or alerts.","absoluteBoundingBox":{"x":2272.0,"y":2278.708984375,"width":320.0,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":2282.6875,"y":2283.208984375,"width":299.800537109375,"height":453.730224609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors lacked visibility into case progress across entities belonging to the same parent company.\nOperational efficiency and team performance had to be calculated manually, outside the platform.\nIdentifying blockers within a project was difficult, increasing the risk of late-stage delays.\nProject metrics relied on manually updated case statuses, which were often outdated or inconsistent.\nSupervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details.\nIndividual cases were rarely inspected unless surfaced by metrics or alerts.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1258":{"type":"TEXT","id":"47:1258","name":"Observations","absoluteBoundingBox":{"x":2272.0,"y":2240.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2273.00854492188,"y":2244.33251953125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1255":{"type":"TEXT","id":"47:1255","name":"Supervisors","absoluteBoundingBox":{"x":2272.0,"y":2202.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2272.79541015625,"y":2206.33251953125,"width":116.2568359375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1241":{"type":"FRAME","id":"47:1241","name":"Frame 31","absoluteBoundingBox":{"x":2272.0,"y":1602.708984375,"width":1040.0,"height":516.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":1602.708984375,"width":1040.0,"height":516.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,776.0]],"size":{"x":1040.0,"y":516.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1242","47:1243"]},"47:1250":{"type":"FRAME","id":"47:1250","name":"Frame 28","absoluteBoundingBox":{"x":2992.0,"y":1640.708984375,"width":320.0,"height":302.0},"isolatedAbsoluteRenderBounds":{"x":2992.0,"y":1640.708984375,"width":320.0,"height":302.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":302.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1251","47:1252"]},"47:1251":{"type":"TEXT","id":"47:1251","name":"Insights","absoluteBoundingBox":{"x":2992.0,"y":1640.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2993.26416015625,"y":1644.33251953125,"width":76.068603515625,"height":19.6947021484375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1247":{"type":"FRAME","id":"47:1247","name":"Frame 27","absoluteBoundingBox":{"x":2632.0,"y":1640.708984375,"width":320.0,"height":258.0},"isolatedAbsoluteRenderBounds":{"x":2632.0,"y":1640.708984375,"width":320.0,"height":258.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":258.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1248","47:1249"]},"47:1460":{"type":"TEXT","id":"47:1460","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":2392.0,"y":6373.708984375,"width":1040.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":2392.38354492188,"y":6378.00439453125,"width":1010.44653320312,"height":193.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1249":{"type":"TEXT","id":"47:1249","name":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale. Manual rework loops resulted in poor traceability and limited audit visibility. High-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","absoluteBoundingBox":{"x":2632.0,"y":1678.708984375,"width":320.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":2642.6875,"y":1683.208984375,"width":307.799072265625,"height":215.181762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale.\nManual rework loops resulted in poor traceability and limited audit visibility.\nHigh-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1248":{"type":"TEXT","id":"47:1248","name":"Edge Cases","absoluteBoundingBox":{"x":2632.0,"y":1640.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2633.26416015625,"y":1644.96472167969,"width":112.391845703125,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1244":{"type":"FRAME","id":"47:1244","name":"Frame 26","absoluteBoundingBox":{"x":2272.0,"y":1640.708984375,"width":320.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":1640.708984375,"width":320.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1245","47:1246"]},"47:1245":{"type":"TEXT","id":"47:1245","name":"Observations","absoluteBoundingBox":{"x":2272.0,"y":1640.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2273.00854492188,"y":1644.33251953125,"width":129.439697265625,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2103":{"type":"TEXT","id":"47:2103","name":"“I have increased visibility into case progress and bottlenecks”","absoluteBoundingBox":{"x":2620.0,"y":8648.783203125,"width":525.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2620.86938476562,"y":8653.283203125,"width":522.463134765625,"height":17.38671875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":525.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I have increased visibility into case progress and bottlenecks”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1240":{"type":"RECTANGLE","id":"47:1240","name":"Rectangle 3","absoluteBoundingBox":{"x":2272.0,"y":1558.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":1558.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,732.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1228":{"type":"FRAME","id":"47:1228","name":"Frame 32","absoluteBoundingBox":{"x":2272.0,"y":826.708984375,"width":1040.0,"height":692.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":826.708984375,"width":1040.0,"height":692.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":692.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1229","47:1230"]},"47:1237":{"type":"FRAME","id":"47:1237","name":"Frame 28","absoluteBoundingBox":{"x":2992.0,"y":864.708984375,"width":320.0,"height":236.0},"isolatedAbsoluteRenderBounds":{"x":2992.0,"y":864.708984375,"width":320.0,"height":236.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":236.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1238","47:1239"]},"47:1234":{"type":"FRAME","id":"47:1234","name":"Frame 27","absoluteBoundingBox":{"x":2632.0,"y":864.708984375,"width":320.0,"height":434.0},"isolatedAbsoluteRenderBounds":{"x":2632.0,"y":864.708984375,"width":320.0,"height":434.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":434.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1235","47:1236"]},"47:1235":{"type":"TEXT","id":"47:1235","name":"Edge Cases","absoluteBoundingBox":{"x":2632.0,"y":864.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2633.26416015625,"y":868.964660644531,"width":112.391845703125,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1231":{"type":"FRAME","id":"47:1231","name":"Frame 26","absoluteBoundingBox":{"x":2272.0,"y":864.708984375,"width":320.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":864.708984375,"width":320.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1232","47:1233"]},"47:1233":{"type":"TEXT","id":"47:1233","name":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory. Workflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching. Manual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents. Repetitive cross-checking and document matching increased fatigue, with error rates rising later in the day. Analysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure. When AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","absoluteBoundingBox":{"x":2272.0,"y":902.708984375,"width":320.0,"height":616.0},"isolatedAbsoluteRenderBounds":{"x":2282.6875,"y":907.208984375,"width":308.03173828125,"height":611.181762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":616.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory.\nWorkflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching.\nManual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents.\nRepetitive cross-checking and document matching increased fatigue, with error rates rising later in the day.\nAnalysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure.\nWhen AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1229":{"type":"TEXT","id":"47:1229","name":"Analysts","absoluteBoundingBox":{"x":2272.0,"y":826.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2272.47583007812,"y":831.163513183594,"width":84.39599609375,"height":18.6363525390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1614":{"type":"TEXT","id":"47:1614","name":"Reduction in rework loops","absoluteBoundingBox":{"x":2760.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2761.58520507812,"y":7621.283203125,"width":215.53076171875,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduction in rework loops","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:984":{"type":"RECTANGLE","id":"47:984","name":"Rectangle 3","absoluteBoundingBox":{"x":3008.0,"y":952.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":3008.0,"y":952.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:982":{"type":"TEXT","id":"47:982","name":"Validation","absoluteBoundingBox":{"x":3008.0,"y":836.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3008.47583007812,"y":840.332580566406,"width":95.943115234375,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:980":{"type":"TEXT","id":"47:980","name":"Case lifecycle analysis (delays, rework loops, handoffs)","absoluteBoundingBox":{"x":2640.0,"y":1196.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2641.07397460938,"y":1201.00439453125,"width":257.3388671875,"height":39.3863525390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,360.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case lifecycle analysis (delays, rework loops, handoffs)","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:961":{"type":"FRAME","id":"47:961","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":457.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:962","47:964"]},"47:979":{"type":"RECTANGLE","id":"47:979","name":"Rectangle 5","absoluteBoundingBox":{"x":2640.0,"y":1168.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2640.0,"y":1168.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,332.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:978":{"type":"TEXT","id":"47:978","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":2640.0,"y":1100.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2640.46020507812,"y":1105.208984375,"width":265.775390625,"height":39.1817626953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,264.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:976":{"type":"TEXT","id":"47:976","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":2640.0,"y":1004.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2640.46020507812,"y":1009.208984375,"width":265.775390625,"height":39.1817626953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:974":{"type":"TEXT","id":"47:974","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":2640.0,"y":908.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2640.86938476562,"y":913.004455566406,"width":299.022705078125,"height":35.9346313476562},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:973":{"type":"TEXT","id":"47:973","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":2640.0,"y":836.708984375,"width":304.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":2640.47583007812,"y":840.332580566406,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:965":{"type":"FRAME","id":"47:965","name":"Frame 24","absoluteBoundingBox":{"x":2272.0,"y":836.708984375,"width":304.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":836.708984375,"width":304.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:966","47:967","47:968","47:969","47:970","47:971"]},"47:971":{"type":"TEXT","id":"47:971","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":2272.0,"y":1076.708984375,"width":304.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2272.86938476562,"y":1081.00439453125,"width":244.25927734375,"height":57.9346923828125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":304.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:969":{"type":"TEXT","id":"47:969","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":2272.0,"y":980.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2272.38354492188,"y":985.004455566406,"width":265.42431640625,"height":39.5908813476562},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:966":{"type":"TEXT","id":"47:966","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2272.0,"y":836.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2273.00854492188,"y":840.332580566406,"width":191.6083984375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:821":{"type":"FRAME","id":"47:821","name":"Frame 21","absoluteBoundingBox":{"x":2392.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,325.0]],"size":{"x":1040.0,"y":1398.70910644531},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:822","47:823"]},"47:822":{"type":"RECTANGLE","id":"47:822","name":"image 2","absoluteBoundingBox":{"x":2392.0,"y":2326.0,"width":1040.0,"height":651.710510253906},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":2326.0,"width":1040.0,"height":651.71044921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":651.710510253906},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for projects","ariaAttributes":{},"interactions":[]},"47:817":{"type":"FRAME","id":"47:817","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":2001.0,"width":1040.0,"height":285.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":2001.0,"width":1040.0,"height":285.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":285.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:818","47:820"]},"47:785":{"type":"FRAME","id":"47:785","name":"Frame 16","absoluteBoundingBox":{"x":2392.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,780.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:786"]},"47:1627":{"type":"TEXT","id":"47:1627","name":"Adoption of AI-assisted workflows across teams","absoluteBoundingBox":{"x":3128.0,"y":7759.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3128.46020507812,"y":7764.07861328125,"width":287.953369140625,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Adoption of AI-assisted workflows across teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:786":{"type":"FRAME","id":"47:786","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:787","47:789"]},"47:788":{"type":"TEXT","id":"47:788","name":"Role Context at FinTrU","absoluteBoundingBox":{"x":2392.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":1568.54833984375,"width":256.00634765625,"height":18.7073974609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Role Context at FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:497":{"type":"RECTANGLE","id":"18:497","name":"Rectangle 1","absoluteBoundingBox":{"x":2432.0,"y":1010.0,"width":960.0,"height":2.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":1010.0,"width":960.0,"height":2.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,30.0]],"size":{"x":960.0,"y":2.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2121":{"type":"FRAME","id":"47:2121","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":12516.068359375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12516.068359375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2122"]},"18:496":{"type":"TEXT","id":"18:496","name":"CASE STUDY","absoluteBoundingBox":{"x":2432.0,"y":980.0,"width":960.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2432.79907226562,"y":982.941772460938,"width":95.954833984375,"height":11.2233276367188},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"CASE STUDY","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":15.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.15,"letterSpacingValue":1.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.1534080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:492":{"type":"FRAME","id":"18:492","name":"Frame 12","absoluteBoundingBox":{"x":2272.0,"y":847.0,"width":1280.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":847.0,"width":1280.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:493"]},"47:1663":{"type":"TEXT","id":"47:1663","name":"Adoption of AI-assisted workflows across teams","absoluteBoundingBox":{"x":2312.0,"y":11591.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":11595.3642578125,"width":287.953369140625,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,143.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Adoption of AI-assisted workflows across teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:490":{"type":"FRAME","id":"18:490","name":"Frame 2","absoluteBoundingBox":{"x":2432.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":784.0,"width":960.0,"height":39.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:491"]},"18:491":{"type":"TEXT","id":"18:491","name":"Selected Work","absoluteBoundingBox":{"x":2432.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2433.45458984375,"y":791.409118652344,"width":221.770263671875,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:377":{"type":"FRAME","id":"15:377","name":"Frame 10","absoluteBoundingBox":{"x":2272.0,"y":340.0,"width":1280.0,"height":284.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":340.0,"width":1280.0,"height":284.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":1280.0,"y":284.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:378","15:379","15:382"]},"15:381":{"type":"TEXT","id":"15:381","name":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":2432.0,"y":482.0,"width":960.0,"height":78.0},"isolatedAbsoluteRenderBounds":{"x":2433.5,"y":488.636352539062,"width":884.579833984375,"height":69.9091186523438},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,78.0]],"size":{"x":960.0,"y":78.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:380":{"type":"TEXT","id":"15:380","name":"Vinatha Babyprakash","absoluteBoundingBox":{"x":2432.0,"y":404.0,"width":960.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":2433.17602539062,"y":413.403411865234,"width":486.056640625,"height":46.4147644042969},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Vinatha Babyprakash","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":48.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.24,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":58.0909080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:378":{"type":"RECTANGLE","id":"15:378","name":"Rectangle 2","absoluteBoundingBox":{"x":2432.0,"y":340.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":340.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:185":{"type":"FRAME","id":"45:185","name":"Frame 290675","absoluteBoundingBox":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4869.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["45:186","45:216"]},"45:216":{"type":"RECTANGLE","id":"45:216","name":"image 8","absoluteBoundingBox":{"x":2392.0,"y":6368.92578125,"width":900.0,"height":814.0},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.92578125,"width":900.0,"height":814.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.216796875]],"size":{"x":900.0,"y":814.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:261":{"type":"TEXT","id":"45:261","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":3256.5,"y":10789.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":10793.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-54.5],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"42:281":{"type":"FRAME","id":"42:281","name":"Frame 290674","absoluteBoundingBox":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4869.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["42:282","42:312"]},"42:312":{"type":"RECTANGLE","id":"42:312","name":"image 9","absoluteBoundingBox":{"x":2392.0,"y":6368.92578125,"width":900.0,"height":625.0},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.92578125,"width":900.0,"height":625.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.216796875]],"size":{"x":900.0,"y":625.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"44:167":{"type":"FRAME","id":"44:167","name":"Frame 4","absoluteBoundingBox":{"x":3311.0,"y":10777.708984375,"width":46.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":10777.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,4409.0]],"size":{"x":46.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["44:168"]},"44:168":{"type":"TEXT","id":"44:168","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":3256.5,"y":10789.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":10793.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-54.5],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1613":{"type":"TEXT","id":"47:1613","name":"Accuracy & Compliance","absoluteBoundingBox":{"x":2760.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2760.47583007812,"y":7572.40673828125,"width":229.628173828125,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accuracy & Compliance","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"42:283":{"type":"TEXT","id":"42:283","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":46.0,"height":3476.0},"isolatedAbsoluteRenderBounds":{"x":3311.38354492188,"y":6373.00439453125,"width":44.46728515625,"height":3467.90869140625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":46.0,"y":3476.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"37:158":{"type":"FRAME","id":"37:158","name":"Frame 290673","absoluteBoundingBox":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4869.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["37:160","37:189"]},"37:189":{"type":"RECTANGLE","id":"37:189","name":"image 10","absoluteBoundingBox":{"x":2392.0,"y":6368.92578125,"width":900.0,"height":745.0},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.92578125,"width":900.0,"height":745.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.216796875]],"size":{"x":900.0,"y":745.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"37:160":{"type":"FRAME","id":"37:160","name":"Frame 290673","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":46.0,"height":4451.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":6368.708984375,"width":154.2509765625,"height":4451.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":46.0,"y":4451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["37:161","37:197"]},"36:1236":{"type":"FRAME","id":"36:1236","name":"Frame 290672","absoluteBoundingBox":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.708984375,"width":1016.2509765625,"height":4869.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4869.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["36:1235","37:142"]},"36:1235":{"type":"RECTANGLE","id":"36:1235","name":"image 26","absoluteBoundingBox":{"x":2392.0,"y":6368.708984375,"width":905.0,"height":572.0},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.708984375,"width":905.0,"height":572.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":905.0,"y":572.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:1227":{"type":"FRAME","id":"36:1227","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":6325.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6325.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:1228"]},"36:1228":{"type":"TEXT","id":"36:1228","name":"Before-After Workflow","absoluteBoundingBox":{"x":2392.0,"y":6325.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":6330.43603515625,"width":262.571533203125,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:839":{"type":"FRAME","id":"36:839","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":960.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:840"]},"36:840":{"type":"FRAME","id":"36:840","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:843","36:845","36:1123","36:1152","36:1182","36:1069","36:1081","36:1105","36:1134","36:1163","36:1193"]},"36:1193":{"type":"FRAME","id":"36:1193","name":"Frame 290671","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":960.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1194","36:1196"]},"36:1194":{"type":"FRAME","id":"36:1194","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1195"]},"36:1195":{"type":"TEXT","id":"36:1195","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":4032.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":4038.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1163":{"type":"FRAME","id":"36:1163","name":"Frame 290670","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":960.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1164","36:1166"]},"36:1164":{"type":"FRAME","id":"36:1164","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1165"]},"36:1137":{"type":"TEXT","id":"36:1137","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2557.0,"y":4032.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2558.07397460938,"y":4037.43920898438,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2490":{"type":"FRAME","id":"48:2490","name":"Frame 290673","absoluteBoundingBox":{"x":2312.0,"y":13568.4921875,"width":295.0,"height":338.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13568.4921875,"width":295.0,"height":338.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,200.423614501953]],"size":{"x":295.0,"y":338.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2491","48:2492"]},"36:1136":{"type":"TEXT","id":"36:1136","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":4032.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":4038.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1105":{"type":"FRAME","id":"36:1105","name":"Frame 290668","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":960.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1106","36:1108"]},"36:1108":{"type":"TEXT","id":"36:1108","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2557.0,"y":4032.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2558.07397460938,"y":4037.43920898438,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1081":{"type":"FRAME","id":"36:1081","name":"Frame 290667","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":960.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1082","36:1084"]},"36:1084":{"type":"TEXT","id":"36:1084","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2557.0,"y":4032.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2558.07397460938,"y":4037.43920898438,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2953":{"type":"FRAME","id":"48:2953","name":"Frame 28","absoluteBoundingBox":{"x":2312.0,"y":19185.083984375,"width":295.0,"height":1029.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":19185.083984375,"width":295.0,"height":1029.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,18393.083984375]],"size":{"x":295.0,"y":1029.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2954","48:2956"]},"45:169":{"type":"FRAME","id":"45:169","name":"Frame 290675","absoluteBoundingBox":{"x":2392.0,"y":6368.708984375,"width":960.0,"height":4869.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6368.708984375,"width":1016.2509765625,"height":4869.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":960.0,"y":4869.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:1236","37:158","42:281","45:185"]},"36:1083":{"type":"TEXT","id":"36:1083","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":4032.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":4038.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1069":{"type":"FRAME","id":"36:1069","name":"Frame 290666","absoluteBoundingBox":{"x":2392.0,"y":3892.708984375,"width":960.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3892.708984375,"width":960.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":960.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1070","36:1072"]},"36:1070":{"type":"FRAME","id":"36:1070","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":3892.708984375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3892.708984375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1071"]},"36:1182":{"type":"RECTANGLE","id":"36:1182","name":"Rectangle 7","absoluteBoundingBox":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:838":{"type":"TEXT","id":"36:838","name":"Research & Discovery","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":3788.25732421875,"width":251.098388671875,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:575":{"type":"FRAME","id":"36:575","name":"Frame 23","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":359.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":960.0,"y":359.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["36:576"]},"47:2146":{"type":"FRAME","id":"47:2146","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":13171.068359375,"width":149.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13171.068359375,"width":149.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":149.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2147"]},"36:576":{"type":"FRAME","id":"36:576","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:577","36:579"]},"36:596":{"type":"TEXT","id":"36:596","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":3074.66650390625,"y":3980.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3076.04711914062,"y":3985.00439453125,"width":265.893798828125,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2930":{"type":"FRAME","id":"48:2930","name":"Frame 290676","absoluteBoundingBox":{"x":2312.0,"y":17475.083984375,"width":295.0,"height":1686.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":17475.083984375,"width":295.0,"height":1686.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":295.0,"y":1686.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2931","48:2932","48:2935","48:2938","48:2941","48:2944","48:2947","48:2950"]},"36:595":{"type":"RECTANGLE","id":"36:595","name":"Rectangle 3","absoluteBoundingBox":{"x":3074.66650390625,"y":3952.708984375,"width":277.333312988281,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":3074.66650390625,"y":3952.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":277.333312988281,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:593":{"type":"TEXT","id":"36:593","name":"Validation","absoluteBoundingBox":{"x":3074.66650390625,"y":3836.708984375,"width":277.333312988281,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3075.14233398438,"y":3840.33251953125,"width":95.943115234375,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:587":{"type":"FRAME","id":"36:587","name":"Frame 23","absoluteBoundingBox":{"x":2733.33325195312,"y":3836.708984375,"width":277.333312988281,"height":280.0},"isolatedAbsoluteRenderBounds":{"x":2733.33325195312,"y":3836.708984375,"width":277.333312988281,"height":280.0},"relativeTransform":[[1.0,0.0,341.333343505859],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":280.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:588","36:589","36:590","36:721","36:591","36:716"]},"36:721":{"type":"RECTANGLE","id":"36:721","name":"Rectangle 4","absoluteBoundingBox":{"x":2733.33325195312,"y":3976.708984375,"width":277.333312988281,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2733.33325195312,"y":3976.708984375,"width":277.333312988281,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":277.333312988281,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1278":{"type":"TEXT","id":"47:1278","name":"Edge Cases","absoluteBoundingBox":{"x":2312.0,"y":6515.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":6519.6591796875,"width":112.391845703125,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:588":{"type":"TEXT","id":"36:588","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":2733.33325195312,"y":3836.708984375,"width":277.333312988281,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":2733.80908203125,"y":3840.33251953125,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:586":{"type":"TEXT","id":"36:586","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":2392.0,"y":4076.708984375,"width":277.333343505859,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2392.86938476562,"y":4081.00439453125,"width":244.25927734375,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":277.333343505859,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"0:6":{"type":"FRAME","id":"0:6","name":"Mobile","absoluteBoundingBox":{"x":2272.0,"y":100.0,"width":375.0,"height":22085.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":100.0,"width":375.0,"height":22085.0},"relativeTransform":[[1.0,0.0,2272.0],[0.0,1.0,100.0]],"size":{"x":375.0,"y":22085.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingBottom":3819.0,"clipsContent":true,"overflowDirection":"VERTICAL_SCROLLING","layoutMode":"VERTICAL","itemSpacing":56.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","isBreakpointFrame":true,"children":["15:383","11:11","11:212","15:377","18:488","18:501"]},"36:585":{"type":"RECTANGLE","id":"36:585","name":"Rectangle 4","absoluteBoundingBox":{"x":2392.0,"y":4048.708984375,"width":277.333343505859,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4048.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":277.333343505859,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:584":{"type":"TEXT","id":"36:584","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":2392.0,"y":3980.708984375,"width":277.333343505859,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2392.38354492188,"y":3985.00439453125,"width":265.42431640625,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":277.333343505859,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:578":{"type":"TEXT","id":"36:578","name":"Research & Discovery","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":3788.25732421875,"width":251.098388671875,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:384":{"type":"FRAME","id":"36:384","name":"Frame 22","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":500.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":960.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["36:385"]},"36:388":{"type":"FRAME","id":"36:388","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":447.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":447.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":960.0,"y":447.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:389","36:396","36:405"]},"36:405":{"type":"FRAME","id":"36:405","name":"Frame 22","absoluteBoundingBox":{"x":3074.66650390625,"y":3836.708984375,"width":277.333312988281,"height":282.0},"isolatedAbsoluteRenderBounds":{"x":3074.66650390625,"y":3836.708984375,"width":277.333312988281,"height":282.0},"relativeTransform":[[1.0,0.0,682.666625976562],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":282.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:406","36:407","36:776","36:408","36:409","36:785"]},"36:776":{"type":"FRAME","id":"36:776","name":"Frame 290663","absoluteBoundingBox":{"x":3074.66650390625,"y":3952.708984375,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3074.66650390625,"y":3952.708984375,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:777"]},"36:777":{"type":"TEXT","id":"36:777","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":3086.66650390625,"y":3952.708984375,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3087.34252929688,"y":3958.17407226562,"width":38.076171875,"height":10.887939453125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:407":{"type":"TEXT","id":"36:407","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":3074.66650390625,"y":3884.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3076.04711914062,"y":3889.208984375,"width":267.8291015625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:406":{"type":"TEXT","id":"36:406","name":"Validation","absoluteBoundingBox":{"x":3074.66650390625,"y":3836.708984375,"width":277.333312988281,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3075.14233398438,"y":3840.33251953125,"width":95.943115234375,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:767":{"type":"FRAME","id":"36:767","name":"Frame 290664","absoluteBoundingBox":{"x":2733.33325195312,"y":4119.708984375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2733.33325195312,"y":4119.708984375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,283.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:768"]},"36:399":{"type":"RECTANGLE","id":"36:399","name":"Rectangle 3","absoluteBoundingBox":{"x":2733.33325195312,"y":4023.708984375,"width":277.333312988281,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2733.33325195312,"y":4023.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,187.0]],"size":{"x":277.333312988281,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:758":{"type":"FRAME","id":"36:758","name":"Frame 290663","absoluteBoundingBox":{"x":2733.33325195312,"y":3976.708984375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2733.33325195312,"y":3976.708984375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:759"]},"36:759":{"type":"TEXT","id":"36:759","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2745.33325195312,"y":3976.708984375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2745.89013671875,"y":3981.94555664062,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:397":{"type":"TEXT","id":"36:397","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":2733.33325195312,"y":3836.708984375,"width":277.333312988281,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":2733.80908203125,"y":3840.33251953125,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:389":{"type":"FRAME","id":"36:389","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":277.333343505859,"height":447.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3836.708984375,"width":277.333343505859,"height":447.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333343505859,"y":447.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:390","36:391","36:731","36:392","36:393","36:740","36:394","36:395","36:749"]},"47:1640":{"type":"RECTANGLE","id":"47:1640","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":10984.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10984.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,105.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:749":{"type":"FRAME","id":"36:749","name":"Frame 290665","absoluteBoundingBox":{"x":2392.0,"y":4260.708984375,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4260.708984375,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,424.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:750"]},"36:1071":{"type":"TEXT","id":"36:1071","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":3892.708984375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.55688476562,"y":3897.94555664062,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:750":{"type":"TEXT","id":"36:750","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":4260.708984375,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.72583007812,"y":4266.0498046875,"width":71.7587890625,"height":11.01220703125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2485":{"type":"FRAME","id":"48:2485","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":13296.068359375,"width":295.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13296.068359375,"width":295.0,"height":58.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":58.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2486"]},"36:394":{"type":"RECTANGLE","id":"36:394","name":"Rectangle 4","absoluteBoundingBox":{"x":2392.0,"y":4142.708984375,"width":277.333343505859,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4142.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,306.0]],"size":{"x":277.333343505859,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:740":{"type":"FRAME","id":"36:740","name":"Frame 290664","absoluteBoundingBox":{"x":2392.0,"y":4095.708984375,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4095.708984375,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:741"]},"36:741":{"type":"TEXT","id":"36:741","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":4095.708984375,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.86010742188,"y":4101.17431640625,"width":40.74951171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:732":{"type":"TEXT","id":"36:732","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":3952.708984375,"width":121.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.2734375,"y":3957.94555664062,"width":119.632568359375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":121.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"weekly appraisals","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:393":{"type":"TEXT","id":"36:393","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":2392.0,"y":4027.708984375,"width":277.333343505859,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2392.38354492188,"y":4032.00439453125,"width":265.42431640625,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":277.333343505859,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:391":{"type":"TEXT","id":"36:391","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":2392.0,"y":3884.708984375,"width":277.333343505859,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2392.92041015625,"y":3889.208984375,"width":266.9462890625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":277.333343505859,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:386":{"type":"FRAME","id":"36:386","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:387"]},"46:592":{"type":"FRAME","id":"46:592","name":"Frame 290676","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":324.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":960.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","counterAxisSizingMode":"FIXED","children":["46:593","46:596","46:614"]},"46:598":{"type":"TEXT","id":"46:598","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:597":{"type":"TEXT","id":"46:597","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:593":{"type":"FRAME","id":"46:593","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":82.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":82.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":82.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:594","46:595"]},"46:594":{"type":"TEXT","id":"46:594","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1599":{"type":"FRAME","id":"47:1599","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":7568.783203125,"width":304.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7568.783203125,"width":304.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1600","47:1601","47:1602","47:1604","47:1605","47:1606","47:1608","47:1609","47:1610"]},"47:1596":{"type":"FRAME","id":"47:1596","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7515.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1597"]},"46:590":{"type":"FRAME","id":"46:590","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["46:591"]},"46:591":{"type":"TEXT","id":"46:591","name":"Understanding the problem space","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":3382.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:396":{"type":"FRAME","id":"45:396","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":960.0,"y":1098.453125},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:397","46:499"]},"46:499":{"type":"FRAME","id":"46:499","name":"Frame 290676","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":324.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":960.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","counterAxisSizingMode":"FIXED","children":["45:400","45:403","45:454","45:471","45:488","46:509","46:526","45:399"]},"36:843":{"type":"RECTANGLE","id":"36:843","name":"Rectangle 3","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:399":{"type":"TEXT","id":"45:399","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":2392.0,"y":3459.634765625,"width":960.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":2392.46020507812,"y":3463.93017578125,"width":939.91748046875,"height":233.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,82.0]],"size":{"x":960.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:526":{"type":"FRAME","id":"46:526","name":"Frame 32","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:527","46:528"]},"18:501":{"type":"FRAME","id":"18:501","name":"Frame 13","absoluteBoundingBox":{"x":2272.0,"y":792.0,"width":375.0,"height":19422.083984375},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":792.0,"width":375.0,"height":19422.083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,692.0]],"size":{"x":375.0,"y":19422.083984375},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":40.0,"paddingLeft":40.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["18:502","18:505","18:507","47:824","47:846","47:986","47:1266","47:1462","47:1630","47:1874","47:2114","48:2484","48:2650","48:2726","48:2927","48:2953"]},"47:995":{"type":"TEXT","id":"47:995","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":2312.0,"y":4746.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.38354492188,"y":4750.69873046875,"width":265.42431640625,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:528":{"type":"TEXT","id":"46:528","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:592":{"type":"FRAME","id":"36:592","name":"Frame 22","absoluteBoundingBox":{"x":3074.66650390625,"y":3836.708984375,"width":277.333312988281,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":3074.66650390625,"y":3836.708984375,"width":277.333312988281,"height":188.0},"relativeTransform":[[1.0,0.0,682.666625976562],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:593","36:594","36:595","36:596"]},"46:527":{"type":"TEXT","id":"46:527","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:488":{"type":"FRAME","id":"45:488","name":"Frame 30","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:489","45:490"]},"45:471":{"type":"FRAME","id":"45:471","name":"Frame 29","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:472","45:473"]},"45:473":{"type":"TEXT","id":"45:473","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:472":{"type":"TEXT","id":"45:472","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:454":{"type":"FRAME","id":"45:454","name":"Frame 28","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:455","45:456"]},"45:456":{"type":"TEXT","id":"45:456","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:595":{"type":"TEXT","id":"46:595","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":747.857177734375,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:455":{"type":"TEXT","id":"45:455","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:403":{"type":"FRAME","id":"45:403","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:404","45:405"]},"45:404":{"type":"TEXT","id":"45:404","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:402":{"type":"TEXT","id":"45:402","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":747.857177734375,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1280":{"type":"FRAME","id":"47:1280","name":"Frame 28","absoluteBoundingBox":{"x":2312.0,"y":6989.4033203125,"width":295.0,"height":258.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":6989.4033203125,"width":295.0,"height":258.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1256.0]],"size":{"x":295.0,"y":258.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1281","47:1282"]},"45:401":{"type":"TEXT","id":"45:401","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:363":{"type":"RECTANGLE","id":"45:363","name":"image 27","absoluteBoundingBox":{"x":2420.0,"y":4096.92578125,"width":1136.0,"height":893.0},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":2420.0,"y":4096.92578125,"width":1136.0,"height":893.0},"relativeTransform":[[1.0,0.0,28.0],[0.0,1.0,719.216796875]],"size":{"x":1136.0,"y":893.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:336":{"type":"FRAME","id":"45:336","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:337","45:338"]},"45:338":{"type":"TEXT","id":"45:338","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:337":{"type":"TEXT","id":"45:337","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:303":{"type":"FRAME","id":"45:303","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":960.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:304","45:305"]},"45:305":{"type":"TEXT","id":"45:305","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:275":{"type":"TEXT","id":"45:275","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":2392.0,"y":3420.708984375,"width":960.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":2392.46020507812,"y":3425.00439453125,"width":939.91748046875,"height":233.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":960.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1897":{"type":"TEXT","id":"47:1897","name":"Analyst-reported fatigue during long sessions","absoluteBoundingBox":{"x":2312.0,"y":12395.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":12399.3642578125,"width":263.736572265625,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,120.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analyst-reported fatigue during long sessions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:273":{"type":"FRAME","id":"45:273","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:274"]},"45:274":{"type":"TEXT","id":"45:274","name":"Understanding the problem space","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":3382.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:303":{"type":"RECTANGLE","id":"36:303","name":"image 16","absoluteBoundingBox":{"x":2392.0,"y":3676.708984375,"width":960.0,"height":799.453063964844},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3676.708984375,"width":960.0,"height":799.453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,299.0]],"size":{"x":960.0,"y":799.453063964844},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1636":{"type":"TEXT","id":"47:1636","name":"Efficiency & Scale","absoluteBoundingBox":{"x":2312.0,"y":10879.068359375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":10882.6923828125,"width":171.014892578125,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency & Scale","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:297":{"type":"TEXT","id":"36:297","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":2392.0,"y":3420.708984375,"width":960.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":2392.46020507812,"y":3425.00439453125,"width":939.91748046875,"height":233.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":960.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:295":{"type":"FRAME","id":"36:295","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:296"]},"36:296":{"type":"TEXT","id":"36:296","name":"Understanding the problem space","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":3382.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1142":{"type":"FRAME","id":"20:1142","name":"Frame 18","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":960.0,"y":3875.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1143","20:1296"]},"20:1169":{"type":"RECTANGLE","id":"20:1169","name":"image 2","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":953.0,"height":597.192443847656},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":953.0,"height":597.1923828125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":953.0,"y":597.192443847656},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2928":{"type":"FRAME","id":"48:2928","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":17432.083984375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":17432.083984375,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2929"]},"20:1143":{"type":"FRAME","id":"20:1143","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":842.0,"width":960.4091796875,"height":3875.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3875.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1144","20:1146"]},"20:1146":{"type":"TEXT","id":"20:1146","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":922.846618652344,"width":142.651611328125,"height":3788.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2082":{"type":"TEXT","id":"47:2082","name":"User Feedback","absoluteBoundingBox":{"x":2392.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":8376.3291015625,"width":171.918701171875,"height":17.7099609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"User Feedback","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1854":{"type":"FRAME","id":"47:1854","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":8044.783203125,"width":1040.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8044.783203125,"width":1040.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1855","47:1862","47:1869"]},"20:1145":{"type":"TEXT","id":"20:1145","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":2432.0,"y":842.0,"width":640.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2434.87646484375,"y":849.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:508":{"type":"FRAME","id":"18:508","name":"Frame 6","absoluteBoundingBox":{"x":2352.0,"y":1046.0,"width":215.0,"height":32.0},"isolatedAbsoluteRenderBounds":{"x":2352.0,"y":1046.0,"width":215.0,"height":32.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,80.0]],"size":{"x":215.0,"y":32.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:509","18:510"]},"20:1310":{"type":"FRAME","id":"20:1310","name":"Frame 19","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":960.0,"y":3875.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1311"]},"20:1311":{"type":"FRAME","id":"20:1311","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":3879.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":3956.255859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3879.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1312","20:1400"]},"20:1396":{"type":"FRAME","id":"20:1396","name":"Frame 24","absoluteBoundingBox":{"x":2960.0,"y":918.0,"width":144.0,"height":3803.0},"isolatedAbsoluteRenderBounds":{"x":2959.38647460938,"y":918.0,"width":144.613525390625,"height":3880.255859375},"relativeTransform":[[1.0,0.0,688.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3803.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1314","20:1335","20:1340","20:1345","20:1409","20:1412"]},"20:1412":{"type":"RECTANGLE","id":"20:1412","name":"Rectangle 4","absoluteBoundingBox":{"x":2960.0,"y":4717.0,"width":144.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2960.0,"y":4717.0,"width":144.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3799.0]],"size":{"x":144.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1409":{"type":"RECTANGLE","id":"20:1409","name":"Rectangle 3","absoluteBoundingBox":{"x":2960.0,"y":4717.0,"width":144.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2960.0,"y":4717.0,"width":144.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3799.0]],"size":{"x":144.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1340":{"type":"TEXT","id":"20:1340","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2960.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2960.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1423":{"type":"RECTANGLE","id":"20:1423","name":"Rectangle 4","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1420":{"type":"RECTANGLE","id":"20:1420","name":"Rectangle 3","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1370":{"type":"TEXT","id":"20:1370","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1350":{"type":"TEXT","id":"20:1350","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1388":{"type":"FRAME","id":"20:1388","name":"Frame 22","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":918.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1375","20:1380","20:1385","20:1436"]},"20:1436":{"type":"RECTANGLE","id":"20:1436","name":"Rectangle 3","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":918.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1312":{"type":"FRAME","id":"20:1312","name":"Frame 14","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1313"]},"20:1666":{"type":"FRAME","id":"20:1666","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":960.0,"y":3875.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1667"]},"20:1667":{"type":"FRAME","id":"20:1667","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":7966.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":842.0,"width":2128.4091796875,"height":7966.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":7966.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1668","20:1826"]},"21:1919":{"type":"RECTANGLE","id":"21:1919","name":"Rectangle 3","absoluteBoundingBox":{"x":2272.0,"y":8804.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":8804.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,7886.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"21:1863":{"type":"TEXT","id":"21:1863","name":"Qualitative Analysis","absoluteBoundingBox":{"x":3440.0,"y":8748.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":8748.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1862":{"type":"TEXT","id":"21:1862","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":3440.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":4917.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:396":{"type":"FRAME","id":"36:396","name":"Frame 23","absoluteBoundingBox":{"x":2733.33325195312,"y":3836.708984375,"width":277.333312988281,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":2733.33325195312,"y":3836.708984375,"width":277.333312988281,"height":306.0},"relativeTransform":[[1.0,0.0,341.333343505859],[0.0,1.0,0.0]],"size":{"x":277.333312988281,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:397","36:398","36:758","36:399","36:400","36:767"]},"21:1858":{"type":"FRAME","id":"21:1858","name":"Frame 27","absoluteBoundingBox":{"x":2448.0,"y":4917.0,"width":960.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":4917.0,"width":960.0,"height":3855.0},"relativeTransform":[[1.0,0.0,176.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3855.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["21:1859","21:1860"]},"21:1860":{"type":"TEXT","id":"21:1860","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2448.0,"y":8748.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":8748.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1859":{"type":"TEXT","id":"21:1859","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2448.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":4917.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1855":{"type":"FRAME","id":"21:1855","name":"Frame 26","absoluteBoundingBox":{"x":2272.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":4917.0,"width":144.4091796875,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["21:1856","21:1857"]},"21:1857":{"type":"TEXT","id":"21:1857","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2272.0,"y":8748.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":8748.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"37:198":{"type":"TEXT","id":"37:198","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":3256.5,"y":10789.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":10793.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-54.5],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"21:1856":{"type":"TEXT","id":"21:1856","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":4921.8466796875,"width":142.651611328125,"height":3788.41796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"OUTSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1816":{"type":"FRAME","id":"20:1816","name":"Frame 31","absoluteBoundingBox":{"x":2272.0,"y":4861.0,"width":2128.0,"height":3911.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":4861.0,"width":2128.0,"height":3911.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3943.0]],"size":{"x":2128.0,"y":3911.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1768","20:1769"]},"20:1769":{"type":"FRAME","id":"20:1769","name":"Frame 30","absoluteBoundingBox":{"x":2272.0,"y":4917.0,"width":2128.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":4917.0,"width":2128.0,"height":3855.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":2128.0,"y":3855.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"children":["20:1770","20:1773","20:1776"]},"20:1775":{"type":"TEXT","id":"20:1775","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2448.0,"y":8748.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":8748.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1770":{"type":"FRAME","id":"20:1770","name":"Frame 26","absoluteBoundingBox":{"x":2272.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":4917.0,"width":144.4091796875,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["20:1771","20:1772"]},"18:489":{"type":"FRAME","id":"18:489","name":"Frame 6","absoluteBoundingBox":{"x":2272.0,"y":784.0,"width":1280.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":784.0,"width":1280.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:490"]},"20:1772":{"type":"TEXT","id":"20:1772","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2272.0,"y":8748.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":8748.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1771":{"type":"TEXT","id":"20:1771","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":4921.8466796875,"width":142.651611328125,"height":3788.41796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"OUTSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1008":{"type":"TEXT","id":"47:1008","name":"Validation","absoluteBoundingBox":{"x":2312.0,"y":5440.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2312.47583007812,"y":5444.02685546875,"width":95.943115234375,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1820":{"type":"FRAME","id":"20:1820","name":"Frame 32","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":960.0,"height":3911.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":918.0,"width":2128.4091796875,"height":3911.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3911.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1694","20:1744"]},"20:1744":{"type":"FRAME","id":"20:1744","name":"Frame 29","absoluteBoundingBox":{"x":2272.0,"y":974.0,"width":2128.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":974.0,"width":2128.4091796875,"height":3855.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":2128.0,"y":3855.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"children":["20:1730","20:1734","20:1738"]},"20:1719":{"type":"TEXT","id":"20:1719","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":3440.0,"y":974.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":974.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1730":{"type":"FRAME","id":"20:1730","name":"Frame 26","absoluteBoundingBox":{"x":2272.0,"y":974.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":974.0,"width":144.4091796875,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["20:1670","20:1727"]},"20:1727":{"type":"TEXT","id":"20:1727","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2272.0,"y":4805.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":4805.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1668":{"type":"FRAME","id":"20:1668","name":"Frame 14","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1669"]},"19:922":{"type":"FRAME","id":"19:922","name":"Frame 16","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":842.0,"width":960.4091796875,"height":3875.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":960.0,"y":3875.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1124"]},"36:1152":{"type":"RECTANGLE","id":"36:1152","name":"Rectangle 6","absoluteBoundingBox":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"19:926":{"type":"TEXT","id":"19:926","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":922.846618652344,"width":142.651611328125,"height":3788.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"19:1055":{"type":"FRAME","id":"19:1055","name":"Frame 17","absoluteBoundingBox":{"x":2432.0,"y":1088.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":1088.0,"width":960.0,"height":145.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,309.0]],"size":{"x":960.0,"y":145.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","children":["11:177","18:443"]},"48:2917":{"type":"FRAME","id":"48:2917","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2918"]},"18:443":{"type":"FRAME","id":"18:443","name":"Frame 12","absoluteBoundingBox":{"x":2432.0,"y":1088.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":1088.0,"width":960.0,"height":145.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":145.0},"fills":[],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"INSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:442"]},"18:442":{"type":"TEXT","id":"18:442","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":2432.0,"y":1088.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":2432.68188476562,"y":1092.72729492188,"width":929.240966796875,"height":139.454467773438},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":145.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"11:183":{"type":"TEXT","id":"11:183","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":2304.0,"y":454.0,"width":311.0,"height":174.0},"isolatedAbsoluteRenderBounds":{"x":2312.42749023438,"y":458.846588134766,"width":294.872314453125,"height":168.062530517578},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":311.0,"y":174.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","textAlignHorizontal":"CENTER","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"CENTER","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:778":{"type":"FRAME","id":"18:778","name":"Frame 14","absoluteBoundingBox":{"x":2375.67553710938,"y":1314.0,"width":167.648941040039,"height":100.0},"isolatedAbsoluteRenderBounds":{"x":2375.67553710938,"y":1314.0,"width":167.648941040039,"height":100.0},"relativeTransform":[[1.0,0.0,103.675537109375],[0.0,1.0,535.0]],"size":{"x":167.648941040039,"y":100.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":20.0,"paddingBottom":20.0,"layoutMode":"VERTICAL","isInAnimateTree":true,"children":["18:672"]},"11:157":{"type":"RECTANGLE","id":"11:157","name":"Rectangle 1","absoluteBoundingBox":{"x":2276.5,"y":842.0,"width":366.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2276.5,"y":842.0,"width":366.0,"height":4.0},"relativeTransform":[[1.0,0.0,4.5],[0.0,1.0,0.0]],"size":{"x":366.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:434":{"type":"TEXT","id":"18:434","name":"Selected Work","absoluteBoundingBox":{"x":2272.0,"y":779.0,"width":375.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":779.0,"width":375.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":375.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:975":{"type":"RECTANGLE","id":"47:975","name":"Rectangle 3","absoluteBoundingBox":{"x":2640.0,"y":976.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2640.0,"y":976.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1734":{"type":"FRAME","id":"20:1734","name":"Frame 27","absoluteBoundingBox":{"x":2448.0,"y":974.0,"width":960.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":974.0,"width":960.0,"height":3855.0},"relativeTransform":[[1.0,0.0,176.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3855.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1709","20:1710"]},"16:426":{"type":"TEXT","id":"16:426","name":"Selected Work","absoluteBoundingBox":{"x":2272.0,"y":779.0,"width":375.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2273.45458984375,"y":786.409118652344,"width":221.770263671875,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":375.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:11":{"type":"FRAME","id":"11:11","name":"Frame 1","absoluteBoundingBox":{"x":2272.0,"y":734.0,"width":375.0,"height":1268.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":734.0,"width":375.0,"height":1268.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,634.0]],"size":{"x":375.0,"y":1268.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":32.0,"paddingLeft":32.0,"layoutMode":"VERTICAL","itemSpacing":56.0,"counterAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:338","15:353"]},"15:383":{"type":"FRAME","id":"15:383","name":"Frame 11","absoluteBoundingBox":{"x":2272.0,"y":180.0,"width":375.0,"height":556.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":180.0,"width":375.0,"height":556.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,80.0]],"size":{"x":375.0,"y":556.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":40.0,"paddingLeft":40.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:384","15:385","15:388"]},"15:388":{"type":"RECTANGLE","id":"15:388","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":732.0,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":732.0,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,552.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"15:387":{"type":"TEXT","id":"15:387","name":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":2312.0,"y":438.0,"width":295.0,"height":234.0},"isolatedAbsoluteRenderBounds":{"x":2312.79541015625,"y":444.795440673828,"width":281.311279296875,"height":225.750030517578},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,194.0]],"size":{"x":295.0,"y":234.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:2":{"type":"FRAME","id":"11:2","name":"Tablet","absoluteBoundingBox":{"x":1408.0,"y":100.0,"width":800.0,"height":22085.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":100.0,"width":800.0,"height":22085.0},"relativeTransform":[[1.0,0.0,1408.0],[0.0,1.0,100.0]],"size":{"x":800.0,"y":22085.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":100.0,"paddingBottom":3845.0,"clipsContent":true,"overflowDirection":"VERTICAL_SCROLLING","layoutMode":"VERTICAL","itemSpacing":74.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","isBreakpointFrame":true,"children":["15:357","11:12","11:213","15:403","18:447","18:542"]},"18:542":{"type":"FRAME","id":"18:542","name":"Frame 13","absoluteBoundingBox":{"x":1408.0,"y":784.0,"width":1280.0,"height":650.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":784.0,"width":1280.0,"height":650.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,684.0]],"size":{"x":1280.0,"y":650.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["18:543","18:546","18:548","47:841","47:872","47:1066","47:1397","47:1479","47:1740","47:1948","47:2221","48:2570","48:2670","48:2764","48:3041","48:3067"]},"48:3067":{"type":"FRAME","id":"48:3067","name":"Frame 28","absoluteBoundingBox":{"x":1528.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,13051.5791015625]],"size":{"x":1040.0,"y":389.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:3068","48:3070"]},"48:3075":{"type":"FRAME","id":"48:3075","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,230.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3076","48:3077"]},"48:3077":{"type":"TEXT","id":"48:3077","name":"I’d invest earlier in supervisor-level configurations, not just analyst workflows. Configurable workflows paid off — we could support multiple banks without custom builds. I would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","absoluteBoundingBox":{"x":1528.0,"y":14136.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":14140.875,"width":951.34326171875,"height":83.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’d invest earlier in supervisor-level configurations, not just analyst workflows.\nConfigurable workflows paid off — we could support multiple banks without custom builds.\nI would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:304":{"type":"TEXT","id":"45:304","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3076":{"type":"TEXT","id":"48:3076","name":"What I’d Do Differently","absoluteBoundingBox":{"x":1528.0,"y":14108.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1528.37646484375,"y":14112.203125,"width":216.223266601562,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What I’d Do Differently","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1768":{"type":"TEXT","id":"20:1768","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2272.0,"y":4861.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":4861.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3073":{"type":"TEXT","id":"48:3073","name":"What Worked & What I Learned","absoluteBoundingBox":{"x":1528.0,"y":13946.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1528.37646484375,"y":13950.841796875,"width":299.080810546875,"height":14.9501953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What Worked & What I Learned","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2498":{"type":"FRAME","id":"48:2498","name":"Frame 3","absoluteBoundingBox":{"x":2312.0,"y":14568.6865234375,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":14568.6865234375,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,340.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2499"]},"11:177":{"type":"FRAME","id":"11:177","name":"Frame 6","absoluteBoundingBox":{"x":2272.0,"y":180.0,"width":375.0,"height":543.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":180.0,"width":375.0,"height":543.0},"relativeTransform":[[1.0,0.0,-160.0],[0.0,1.0,-908.0]],"size":{"x":375.0,"y":543.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":32.0,"paddingLeft":32.0,"layoutMode":"VERTICAL","itemSpacing":56.0,"counterAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["11:181"]},"48:3069":{"type":"TEXT","id":"48:3069","name":"Reflection & Learnings","absoluteBoundingBox":{"x":1528.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":13840.126953125,"width":258.79736328125,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reflection & Learnings","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:731":{"type":"FRAME","id":"36:731","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":3952.708984375,"width":145.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3952.708984375,"width":145.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":145.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:732"]},"11:159":{"type":"FRAME","id":"11:159","name":"Frame 6","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":375.0,"height":448.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":375.0,"height":448.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":375.0,"y":448.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["11:157","11:142"]},"48:3065":{"type":"TEXT","id":"48:3065","name":"Aligning Teams","absoluteBoundingBox":{"x":1528.0,"y":13699.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1528.47583007812,"y":13703.203125,"width":148.4638671875,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Aligning Teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2505":{"type":"TEXT","id":"48:2505","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2328.0,"y":15201.5478515625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2328.0,"y":15204.8740234375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1648":{"type":"FRAME","id":"47:1648","name":"Frame 23","absoluteBoundingBox":{"x":2312.0,"y":11206.068359375,"width":295.0,"height":178.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11206.068359375,"width":295.0,"height":178.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,327.0]],"size":{"x":295.0,"y":178.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:1649","47:1650","47:1651","47:1653","47:1654","47:1655"]},"48:3063":{"type":"TEXT","id":"48:3063","name":"Maintained human sign-off at high-risk points Added explanations instead of hiding uncertainty Pushed for configurable workflows instead of bespoke solutions Phased advanced features without compromising core workflows","absoluteBoundingBox":{"x":1528.0,"y":13587.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13591.875,"width":565.1943359375,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Maintained human sign-off at high-risk points\nAdded explanations instead of hiding uncertainty\nPushed for configurable workflows instead of bespoke solutions\nPhased advanced features without compromising core workflows","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2962":{"type":"TEXT","id":"48:2962","name":"What I’d Do Differently","absoluteBoundingBox":{"x":2312.0,"y":19900.083984375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2312.37646484375,"y":19903.70703125,"width":216.22314453125,"height":19.46875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What I’d Do Differently","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:507":{"type":"FRAME","id":"18:507","name":"Frame 5","absoluteBoundingBox":{"x":2312.0,"y":966.0,"width":295.0,"height":1325.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":966.0,"width":295.0,"height":1325.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,174.0]],"size":{"x":295.0,"y":1325.0},"fills":[{"blendMode":"NORMAL","type":"GRADIENT_LINEAR","transform":[[-1.0,0.0,1.0],[0.0,-1.0,0.999999940395355]],"gradientStops":[{"color":{"r":0.61176472902298,"g":0.278431385755539,"b":0.627451002597809,"a":1.0},"position":0.0},{"color":{"r":0.113725490868092,"g":0.439215689897537,"b":0.713725507259369,"a":1.0},"position":1.0}],"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingRight":40.0,"paddingBottom":80.0,"paddingLeft":40.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:508","18:511","18:512","18:513"]},"48:3058":{"type":"FRAME","id":"48:3058","name":"Frame 30","absoluteBoundingBox":{"x":1528.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,496.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3059","48:3060"]},"48:3060":{"type":"TEXT","id":"48:3060","name":"Delivered engineering-ready Figma files ahead of sprint Worked one sprint ahead to de-risk complex workflows Used shared artefacts as a single source of truth Held design walkthroughs with engineering & QA Participated in design QA during development","absoluteBoundingBox":{"x":1528.0,"y":13425.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13429.875,"width":482.680541992188,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivered engineering-ready Figma files ahead of sprint\nWorked one sprint ahead to de-risk complex workflows\nUsed shared artefacts as a single source of truth\nHeld design walkthroughs with engineering & QA\nParticipated in design QA during development","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3056":{"type":"TEXT","id":"48:3056","name":"Compliance & Risk","absoluteBoundingBox":{"x":1528.0,"y":13301.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":13305.203125,"width":178.336059570312,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3054":{"type":"TEXT","id":"48:3054","name":"Shaped where AI could assist vs where humans must decide Translated model confidence and failure modes into UX safeguards Aligned on feedback loops between user corrections and model learning","absoluteBoundingBox":{"x":1528.0,"y":13211.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13216.0791015625,"width":623.975830078125,"height":61.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Shaped where AI could assist vs where humans must decide\nTranslated model confidence and failure modes into UX safeguards\nAligned on feedback loops between user corrections and model learning","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:789":{"type":"TEXT","id":"47:789","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2392.0,"y":1607.0,"width":1040.0,"height":330.0},"isolatedAbsoluteRenderBounds":{"x":2392.38354492188,"y":1611.29541015625,"width":1029.67333984375,"height":321.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":330.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3049":{"type":"FRAME","id":"48:3049","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3050","48:3051"]},"48:3051":{"type":"TEXT","id":"48:3051","name":"Partnered early to understand system constraints and backend data flows Used state patterns to align on lifecycle modelling and edge cases","absoluteBoundingBox":{"x":1528.0,"y":13115.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13119.875,"width":639.139892578125,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Partnered early to understand system constraints and backend data flows\nUsed state patterns to align on lifecycle modelling and edge cases","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:3050":{"type":"TEXT","id":"48:3050","name":"Engineering & Architecture","absoluteBoundingBox":{"x":1528.0,"y":13087.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":13091.203125,"width":259.5703125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Engineering & Architecture","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3046":{"type":"FRAME","id":"48:3046","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,90.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3047","48:3048"]},"48:3045":{"type":"TEXT","id":"48:3045","name":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","absoluteBoundingBox":{"x":1528.0,"y":12901.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1528.46020507812,"y":12905.875,"width":1032.19799804688,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2891":{"type":"FRAME","id":"48:2891","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2892"]},"48:3043":{"type":"TEXT","id":"48:3043","name":"Collaboration & Influence","absoluteBoundingBox":{"x":1528.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.21020507812,"y":12863.126953125,"width":290.981567382812,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Collaboration & Influence","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:768":{"type":"TEXT","id":"36:768","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2745.33325195312,"y":4119.708984375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2745.89013671875,"y":4124.9453125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2764":{"type":"FRAME","id":"48:2764","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,9623.783203125]],"size":{"x":1040.0,"y":2386.79565429688},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2765","48:2767","48:2768","48:2771","48:2774","48:2775"]},"48:2775":{"type":"RECTANGLE","id":"48:2775","name":"image 28","absoluteBoundingBox":{"x":1528.0,"y":11730.318359375,"width":1040.0,"height":1064.26049804688},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":11730.318359375,"width":1040.0,"height":1064.2607421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1322.53515625]],"size":{"x":1040.0,"y":1064.26049804688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2771":{"type":"FRAME","id":"48:2771","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":10670.783203125,"width":1040.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":10670.783203125,"width":1040.0,"height":214.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,263.0]],"size":{"x":1040.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2772","48:2773"]},"48:2773":{"type":"TEXT","id":"48:2773","name":"WCAG-compliant colour contrast and iconography Full keyboard navigation for high-volume workflows Clear focus management in state transitions Standardised components ensured design consistency Engineers reused validated patterns across features Reduced QA cycles due to predictable behaviour Faster design-to-dev handoff, as we progressed Reduced cognitive load for users moving between tools","absoluteBoundingBox":{"x":1528.0,"y":10708.783203125,"width":1040.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":10713.283203125,"width":482.609619140625,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"WCAG-compliant colour contrast and iconography\nFull keyboard navigation for high-volume workflows\nClear focus management in state transitions\nStandardised components ensured design consistency\nEngineers reused validated patterns across features\nReduced QA cycles due to predictable behaviour\nFaster design-to-dev handoff, as we progressed\nReduced cognitive load for users moving between tools","lineIndentations":[1,1,1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2772":{"type":"TEXT","id":"48:2772","name":"Accessibility & Inclusive nature","absoluteBoundingBox":{"x":1528.0,"y":10670.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1528.47583007812,"y":10674.4072265625,"width":300.930541992188,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accessibility & Inclusive nature","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2770":{"type":"TEXT","id":"48:2770","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":10568.783203125,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":10573.0791015625,"width":504.9716796875,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2769":{"type":"TEXT","id":"48:2769","name":"My Role","absoluteBoundingBox":{"x":1528.0,"y":10530.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":10535.2373046875,"width":74.6343994140625,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"My Role","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2767":{"type":"TEXT","id":"48:2767","name":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","absoluteBoundingBox":{"x":1528.0,"y":10450.783203125,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1528.46020507812,"y":10455.0791015625,"width":1036.95263671875,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2765":{"type":"FRAME","id":"48:2765","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":10407.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2766"]},"48:2670":{"type":"FRAME","id":"48:2670","name":"Frame 290675","absoluteBoundingBox":{"x":1448.0,"y":15247.5478515625,"width":295.0,"height":618.757507324219},"isolatedAbsoluteRenderBounds":{"x":1448.0,"y":15247.5478515625,"width":295.0,"height":618.757507324219},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,14463.5478515625]],"size":{"x":295.0,"y":618.757507324219},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2671","48:2672"]},"47:1265":{"type":"TEXT","id":"47:1265","name":"Bulk efficiency must not come at the cost of individual case accountability. A case-first architecture is essential for meaningful progress tracking across projects and entities. Early investment in configurability scales better than client-specific custom builds. Supervisors need surfaced signals and exceptions, not exhaustive data views.","absoluteBoundingBox":{"x":2992.0,"y":2278.708984375,"width":320.0,"height":286.0},"isolatedAbsoluteRenderBounds":{"x":3002.6875,"y":2283.00439453125,"width":305.53466796875,"height":277.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":286.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Bulk efficiency must not come at the cost of individual case accountability.\nA case-first architecture is essential for meaningful progress tracking across projects and entities.\nEarly investment in configurability scales better than client-specific custom builds.\nSupervisors need surfaced signals and exceptions, not exhaustive data views.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:589":{"type":"FRAME","id":"46:589","name":"Frame 28","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":960.0,"y":1098.453125},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:590","46:592"]},"48:2672":{"type":"FRAME","id":"48:2672","name":"Frame 290673","absoluteBoundingBox":{"x":1448.0,"y":15528.3056640625,"width":295.0,"height":338.0},"isolatedAbsoluteRenderBounds":{"x":1448.0,"y":15528.3056640625,"width":295.0,"height":338.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,280.757507324219]],"size":{"x":295.0,"y":338.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2673","48:2674"]},"48:2673":{"type":"TEXT","id":"48:2673","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":1448.0,"y":15528.3056640625,"width":295.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":1448.92041015625,"y":15532.466796875,"width":291.905151367188,"height":256.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2671":{"type":"RECTANGLE","id":"48:2671","name":"image 8","absoluteBoundingBox":{"x":1448.0,"y":15247.5478515625,"width":295.0,"height":266.757507324219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":1448.0,"y":15247.5478515625,"width":295.0,"height":266.7578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":266.757507324219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2570":{"type":"FRAME","id":"48:2570","name":"Frame 25","absoluteBoundingBox":{"x":1488.0,"y":9852.09765625,"width":640.0,"height":2250.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9852.09765625,"width":640.0,"height":2250.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,9068.09765625]],"size":{"x":640.0,"y":2250.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2571","48:2573"]},"48:2573":{"type":"FRAME","id":"48:2573","name":"Frame 290675","absoluteBoundingBox":{"x":1488.0,"y":9895.09765625,"width":640.0,"height":2207.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9895.09765625,"width":640.0,"height":2317.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":2207.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["48:2574","48:2580","48:2586","48:2592"]},"48:2592":{"type":"FRAME","id":"48:2592","name":"Frame 290675","absoluteBoundingBox":{"x":1488.0,"y":11631.09765625,"width":640.0,"height":581.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11631.09765625,"width":640.0,"height":581.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1736.0]],"size":{"x":640.0,"y":581.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2593","48:2594"]},"18:502":{"type":"FRAME","id":"18:502","name":"Frame 6","absoluteBoundingBox":{"x":2312.0,"y":792.0,"width":295.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":792.0,"width":295.0,"height":39.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:503"]},"48:2594":{"type":"FRAME","id":"48:2594","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":12006.09765625,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12006.09765625,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2595","48:2596"]},"48:2596":{"type":"FRAME","id":"48:2596","name":"Frame 3","absoluteBoundingBox":{"x":1488.0,"y":12170.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12170.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2597"]},"36:398":{"type":"TEXT","id":"36:398","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":2733.33325195312,"y":3908.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2734.20263671875,"y":3913.00439453125,"width":244.631103515625,"height":35.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2597":{"type":"TEXT","id":"48:2597","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":12182.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":12185.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2595":{"type":"TEXT","id":"48:2595","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":1488.0,"y":12006.09765625,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1488.5625,"y":12010.2587890625,"width":626.53662109375,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2588":{"type":"FRAME","id":"48:2588","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":11361.09765625,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11361.09765625,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,292.0]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2589","48:2590"]},"48:2590":{"type":"FRAME","id":"48:2590","name":"Frame 4","absoluteBoundingBox":{"x":1488.0,"y":11525.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11525.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2591"]},"48:2587":{"type":"RECTANGLE","id":"48:2587","name":"image 9","absoluteBoundingBox":{"x":1488.0,"y":11069.09765625,"width":400.0,"height":278.0},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11069.09765625,"width":400.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":278.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2097":{"type":"TEXT","id":"47:2097","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":8573.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":8579.6015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2580":{"type":"FRAME","id":"48:2580","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":10432.09765625,"width":640.0,"height":573.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10432.09765625,"width":640.0,"height":573.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,537.0]],"size":{"x":640.0,"y":573.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2581","48:2582"]},"48:2582":{"type":"FRAME","id":"48:2582","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":10777.09765625,"width":640.0,"height":228.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10777.09765625,"width":640.0,"height":228.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,345.0]],"size":{"x":640.0,"y":228.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2583","48:2584"]},"48:2584":{"type":"FRAME","id":"48:2584","name":"Frame 3","absoluteBoundingBox":{"x":1488.0,"y":10963.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10963.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2585"]},"48:2675":{"type":"TEXT","id":"48:2675","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1464.0,"y":15836.3056640625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1464.0,"y":15839.6318359375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2585":{"type":"TEXT","id":"48:2585","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":10975.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":10978.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1890":{"type":"TEXT","id":"47:1890","name":"Missed evidence rates","absoluteBoundingBox":{"x":2312.0,"y":12131.068359375,"width":295.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2313.58520507812,"y":12135.568359375,"width":186.939453125,"height":13.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,98.0]],"size":{"x":295.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Missed evidence rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1867":{"type":"RECTANGLE","id":"47:1867","name":"Rectangle 4","absoluteBoundingBox":{"x":2760.0,"y":8212.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2760.0,"y":8212.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:400":{"type":"TEXT","id":"36:400","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":2733.33325195312,"y":4051.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2733.79345703125,"y":4056.208984375,"width":265.775390625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2581":{"type":"RECTANGLE","id":"48:2581","name":"image 10","absoluteBoundingBox":{"x":1488.0,"y":10432.09765625,"width":400.0,"height":331.0},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10432.09765625,"width":400.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":331.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2092":{"type":"TEXT","id":"47:2092","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":8498.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":8504.6015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2576":{"type":"FRAME","id":"48:2576","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":10162.09765625,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10162.09765625,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,267.0]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2577","48:2578"]},"36:786":{"type":"TEXT","id":"36:786","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":3086.66650390625,"y":4095.708984375,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3087.37744140625,"y":4101.17431640625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2578":{"type":"FRAME","id":"48:2578","name":"Frame 3","absoluteBoundingBox":{"x":1488.0,"y":10326.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10326.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2579"]},"48:2575":{"type":"RECTANGLE","id":"48:2575","name":"image 26","absoluteBoundingBox":{"x":1488.0,"y":9895.09765625,"width":400.0,"height":253.0},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9895.09765625,"width":400.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":253.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2571":{"type":"FRAME","id":"48:2571","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":9852.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9852.09765625,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2572"]},"48:2572":{"type":"TEXT","id":"48:2572","name":"Interaction Design Portfolios","absoluteBoundingBox":{"x":1488.0,"y":9852.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":9856.6455078125,"width":330.121459960938,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Interaction Design Portfolios","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2222":{"type":"FRAME","id":"47:2222","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2223","47:2225"]},"47:2252":{"type":"FRAME","id":"47:2252","name":"Frame 290671","absoluteBoundingBox":{"x":1528.0,"y":8798.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8798.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2253","47:2255"]},"48:2900":{"type":"TEXT","id":"48:2900","name":"Partnered early to understand system constraints and backend data flows Used state patterns to align on lifecycle modelling and edge cases","absoluteBoundingBox":{"x":2392.0,"y":13115.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13119.875,"width":639.139892578125,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Partnered early to understand system constraints and backend data flows\nUsed state patterns to align on lifecycle modelling and edge cases","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2255":{"type":"TEXT","id":"47:2255","name":"“A noticeable change and stronger alignment with regulatory expectations”","absoluteBoundingBox":{"x":1709.0,"y":8798.783203125,"width":630.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1709.86926269531,"y":8803.283203125,"width":627.666870117188,"height":17.38671875},"relativeTransform":[[1.0,0.0,181.0],[0.0,1.0,0.0]],"size":{"x":630.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“A noticeable change and stronger alignment with regulatory expectations”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2253":{"type":"FRAME","id":"47:2253","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":8798.783203125,"width":149.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8798.783203125,"width":149.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":149.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2254"]},"47:2251":{"type":"RECTANGLE","id":"47:2251","name":"Rectangle 7","absoluteBoundingBox":{"x":1528.0,"y":8770.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8770.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,347.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:272":{"type":"FRAME","id":"45:272","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":960.0,"y":1098.453125},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:273","45:275","45:303","45:336","45:363","45:371"]},"48:2577":{"type":"TEXT","id":"48:2577","name":"Annotation Tool Traditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two.","absoluteBoundingBox":{"x":1488.0,"y":10162.09765625,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1488.42822265625,"y":10166.2587890625,"width":628.716796875,"height":124.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Annotation Tool\nTraditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2247":{"type":"FRAME","id":"47:2247","name":"Frame 290670","absoluteBoundingBox":{"x":1528.0,"y":8723.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8723.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,300.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2248","47:2250"]},"48:2502":{"type":"FRAME","id":"48:2502","name":"Frame 290673","absoluteBoundingBox":{"x":2312.0,"y":14893.5478515625,"width":295.0,"height":338.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":14893.5478515625,"width":295.0,"height":338.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,218.861099243164]],"size":{"x":295.0,"y":338.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2503","48:2504"]},"15:352":{"type":"TEXT","id":"15:352","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":2304.0,"y":1474.0,"width":311.0,"height":528.0},"isolatedAbsoluteRenderBounds":{"x":2305.83227539062,"y":1482.74426269531,"width":299.4716796875,"height":518.4375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,584.0]],"size":{"x":311.0,"y":528.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2249":{"type":"TEXT","id":"47:2249","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":8723.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.70593261719,"y":8729.01953125,"width":170.6064453125,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2242":{"type":"FRAME","id":"47:2242","name":"Frame 290669","absoluteBoundingBox":{"x":1528.0,"y":8648.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8648.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,225.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2243","47:2245"]},"47:2245":{"type":"TEXT","id":"47:2245","name":"“I have increased visibility into case progress and bottlenecks”","absoluteBoundingBox":{"x":1756.0,"y":8648.783203125,"width":525.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1756.86926269531,"y":8653.283203125,"width":522.463256835938,"height":17.38671875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":525.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I have increased visibility into case progress and bottlenecks”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2244":{"type":"TEXT","id":"47:2244","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":8648.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.70593261719,"y":8654.01953125,"width":170.6064453125,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:977":{"type":"RECTANGLE","id":"47:977","name":"Rectangle 4","absoluteBoundingBox":{"x":2640.0,"y":1072.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2640.0,"y":1072.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2241":{"type":"RECTANGLE","id":"47:2241","name":"Rectangle 5","absoluteBoundingBox":{"x":1528.0,"y":8620.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8620.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,197.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1762":{"type":"FRAME","id":"20:1762","name":"Frame 27","absoluteBoundingBox":{"x":1744.0,"y":2773.0,"width":1280.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":2773.0,"width":1280.0,"height":1680.0},"relativeTransform":[[1.0,0.0,336.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1680.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1763","20:1764"]},"47:2237":{"type":"FRAME","id":"47:2237","name":"Frame 290668","absoluteBoundingBox":{"x":1528.0,"y":8573.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8573.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,150.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2238","47:2240"]},"47:2238":{"type":"FRAME","id":"47:2238","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":8573.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8573.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2239"]},"47:2239":{"type":"TEXT","id":"47:2239","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":8573.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":8579.6015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2234":{"type":"TEXT","id":"47:2234","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":8498.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":8504.6015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1159":{"type":"FRAME","id":"36:1159","name":"Frame 290670","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1160","36:1162"]},"47:2230":{"type":"TEXT","id":"47:2230","name":"“Validation feels more like supervision than manual work”","absoluteBoundingBox":{"x":1644.0,"y":8423.783203125,"width":479.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1644.86926269531,"y":8428.0791015625,"width":476.388061523438,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":479.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Validation feels more like supervision than manual work”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1279":{"type":"TEXT","id":"47:1279","name":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues. Conflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently. Bulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews. AI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","absoluteBoundingBox":{"x":2312.0,"y":6553.4033203125,"width":295.0,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":6557.69873046875,"width":282.44482421875,"height":387.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues.\nConflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently.\nBulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews.\nAI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2228":{"type":"FRAME","id":"47:2228","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":8423.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8423.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2229"]},"47:2235":{"type":"TEXT","id":"47:2235","name":"“Don’t want to go back earlier ways of working with tool.”","absoluteBoundingBox":{"x":1644.0,"y":8498.783203125,"width":480.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1644.86926269531,"y":8503.0791015625,"width":477.475952148438,"height":17.5908203125},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Don’t want to go back earlier ways of working with tool.”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2229":{"type":"TEXT","id":"47:2229","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":8423.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":8429.6015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1949":{"type":"FRAME","id":"47:1949","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":315.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1950","47:1952"]},"47:1046":{"type":"TEXT","id":"47:1046","name":"Qualitative Analysis","absoluteBoundingBox":{"x":184.0,"y":3841.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":3845.33251953125,"width":191.608535766602,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1967":{"type":"FRAME","id":"47:1967","name":"Frame 22","absoluteBoundingBox":{"x":2264.0,"y":8044.783203125,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":8044.783203125,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1968","47:1969","47:1970","47:1971"]},"18:458":{"type":"TEXT","id":"18:458","name":"2023-2026","absoluteBoundingBox":{"x":1568.0,"y":1046.0,"width":480.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1569.66198730469,"y":1051.30676269531,"width":126.94482421875,"height":17.9830322265625},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,304.0]],"size":{"x":480.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"2023-2026","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1969":{"type":"TEXT","id":"47:1969","name":"Task completion without external tools","absoluteBoundingBox":{"x":2264.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2264.5625,"y":8097.283203125,"width":276.74365234375,"height":35.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Task completion without external tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1968":{"type":"TEXT","id":"47:1968","name":"Cognitive Load","absoluteBoundingBox":{"x":2264.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2265.00854492188,"y":8048.40673828125,"width":143.364501953125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Cognitive Load","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1966":{"type":"TEXT","id":"47:1966","name":"Incorrect case status transitions","absoluteBoundingBox":{"x":1896.0,"y":8240.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1897.58520507812,"y":8245.283203125,"width":267.720947265625,"height":13.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Incorrect case status transitions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1964":{"type":"TEXT","id":"47:1964","name":"Missed evidence rates","absoluteBoundingBox":{"x":1896.0,"y":8166.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1897.58520507812,"y":8171.283203125,"width":186.939453125,"height":13.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Missed evidence rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1653":{"type":"RECTANGLE","id":"47:1653","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":11311.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11311.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,105.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1963":{"type":"RECTANGLE","id":"47:1963","name":"Rectangle 3","absoluteBoundingBox":{"x":1896.0,"y":8138.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":8138.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1397":{"type":"FRAME","id":"47:1397","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3525.708984375]],"size":{"x":1040.0,"y":1957.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1398"]},"47:1961":{"type":"TEXT","id":"47:1961","name":"Error Reduction","absoluteBoundingBox":{"x":1896.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1897.26416015625,"y":8048.40673828125,"width":149.06884765625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Error Reduction","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1958":{"type":"RECTANGLE","id":"47:1958","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":8234.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8234.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,190.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"46:614":{"type":"TEXT","id":"46:614","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":2392.0,"y":3459.634765625,"width":960.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":2392.46020507812,"y":3463.93017578125,"width":939.91748046875,"height":233.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,82.0]],"size":{"x":960.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1421":{"type":"RECTANGLE","id":"20:1421","name":"Rectangle 4","absoluteBoundingBox":{"x":552.0,"y":3948.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":3948.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1956":{"type":"RECTANGLE","id":"47:1956","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"15:357":{"type":"FRAME","id":"15:357","name":"Frame 10","absoluteBoundingBox":{"x":1408.0,"y":200.0,"width":800.0,"height":323.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":200.0,"width":800.0,"height":323.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,100.0]],"size":{"x":800.0,"y":323.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":80.0,"paddingLeft":80.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:358","15:359","15:362"]},"47:1951":{"type":"TEXT","id":"47:1951","name":"UX Success Metrics","absoluteBoundingBox":{"x":1528.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":7996.33154296875,"width":231.058715820312,"height":18.70751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"UX Success Metrics","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1740":{"type":"FRAME","id":"47:1740","name":"Frame 22","absoluteBoundingBox":{"x":1528.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,6731.783203125]],"size":{"x":1040.0,"y":412.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1741"]},"36:387":{"type":"TEXT","id":"36:387","name":"Research & Discovery","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":3788.25732421875,"width":251.098388671875,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2201":{"type":"RECTANGLE","id":"47:2201","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":8545.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8545.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1773":{"type":"TEXT","id":"47:1773","name":"Adoption of AI-assisted workflows across teams","absoluteBoundingBox":{"x":2264.0,"y":7759.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2264.46020507812,"y":7764.07861328125,"width":287.953369140625,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Adoption of AI-assisted workflows across teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1768":{"type":"TEXT","id":"47:1768","name":"Analysts","absoluteBoundingBox":{"x":2264.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2264.47583007812,"y":7573.23779296875,"width":84.39599609375,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1765":{"type":"FRAME","id":"47:1765","name":"Frame 290664","absoluteBoundingBox":{"x":1896.0,"y":7783.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":7783.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1766"]},"47:1764":{"type":"TEXT","id":"47:1764","name":"Reviewer rejection rates","absoluteBoundingBox":{"x":1896.0,"y":7737.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1897.58520507812,"y":7742.283203125,"width":200.31005859375,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewer rejection rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1761":{"type":"FRAME","id":"47:1761","name":"Frame 290663","absoluteBoundingBox":{"x":1896.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1762"]},"11:12":{"type":"FRAME","id":"11:12","name":"Frame 1","absoluteBoundingBox":{"x":1408.0,"y":694.0,"width":800.0,"height":660.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":694.0,"width":800.0,"height":660.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,594.0]],"size":{"x":800.0,"y":660.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":100.0,"paddingLeft":100.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:337","15:354"]},"47:1760":{"type":"TEXT","id":"47:1760","name":"Reduction in rework loops","absoluteBoundingBox":{"x":1896.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1897.58520507812,"y":7621.283203125,"width":215.53076171875,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduction in rework loops","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1759":{"type":"TEXT","id":"47:1759","name":"Accuracy & Compliance","absoluteBoundingBox":{"x":1896.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1896.47583007812,"y":7572.40673828125,"width":229.628173828125,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accuracy & Compliance","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1930":{"type":"TEXT","id":"47:1930","name":"Efficiency","absoluteBoundingBox":{"x":184.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":8048.40673828125,"width":95.6589508056641,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1962":{"type":"TEXT","id":"47:1962","name":"Annotation correction frequency","absoluteBoundingBox":{"x":1896.0,"y":8092.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1896.46020507812,"y":8097.07861328125,"width":271.449951171875,"height":17.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Annotation correction frequency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1745":{"type":"FRAME","id":"47:1745","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":7568.783203125,"width":304.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7568.783203125,"width":304.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1746","47:1747","47:1748","47:1750","47:1751","47:1752","47:1754","47:1755","47:1756"]},"20:1139":{"type":"FRAME","id":"20:1139","name":"Frame 14","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1140"]},"47:1756":{"type":"FRAME","id":"47:1756","name":"Frame 290665","absoluteBoundingBox":{"x":1528.0,"y":7904.783203125,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7904.783203125,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,336.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1757"]},"47:1757":{"type":"TEXT","id":"47:1757","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":7904.783203125,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.72583007812,"y":7910.1240234375,"width":71.7586669921875,"height":11.01220703125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1752":{"type":"FRAME","id":"47:1752","name":"Frame 290664","absoluteBoundingBox":{"x":1528.0,"y":7783.783203125,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7783.783203125,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1753"]},"45:449":{"type":"TEXT","id":"45:449","name":"Data Science","absoluteBoundingBox":{"x":184.0,"y":13054.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13058.203125,"width":125.403915405273,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Data Science","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1751":{"type":"TEXT","id":"47:1751","name":"Reduced manual annotation effort","absoluteBoundingBox":{"x":1528.0,"y":7737.783203125,"width":288.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1529.58520507812,"y":7742.07861328125,"width":284.866455078125,"height":13.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":288.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduced manual annotation effort","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1479":{"type":"FRAME","id":"47:1479","name":"Frame 21","absoluteBoundingBox":{"x":1528.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,5546.708984375]],"size":{"x":1040.0,"y":1121.07409667969},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1480","47:1482","47:1483"]},"47:1482":{"type":"TEXT","id":"47:1482","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":1528.0,"y":6373.708984375,"width":1040.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":1528.38354492188,"y":6378.00439453125,"width":1010.44653320312,"height":193.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:972":{"type":"FRAME","id":"47:972","name":"Frame 23","absoluteBoundingBox":{"x":2640.0,"y":836.708984375,"width":304.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":2640.0,"y":836.708984375,"width":304.0,"height":404.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:973","47:974","47:975","47:976","47:977","47:978","47:979","47:980"]},"47:1481":{"type":"TEXT","id":"47:1481","name":"Before-After Workflow","absoluteBoundingBox":{"x":1528.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":6335.43603515625,"width":262.571533203125,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1438":{"type":"TEXT","id":"47:1438","name":"Insights","absoluteBoundingBox":{"x":2248.0,"y":5766.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2249.26416015625,"y":5770.33251953125,"width":76.068603515625,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2674":{"type":"FRAME","id":"48:2674","name":"Frame 3","absoluteBoundingBox":{"x":1448.0,"y":15824.3056640625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1448.0,"y":15824.3056640625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,296.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2675"]},"20:1755":{"type":"TEXT","id":"20:1755","name":"Insights","absoluteBoundingBox":{"x":904.0,"y":5037.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":905.264221191406,"y":5041.33251953125,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1434":{"type":"FRAME","id":"47:1434","name":"Frame 27","absoluteBoundingBox":{"x":1888.0,"y":5766.708984375,"width":320.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":1888.0,"y":5766.708984375,"width":320.0,"height":214.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1435","47:1436"]},"20:1426":{"type":"RECTANGLE","id":"20:1426","name":"Rectangle 5","absoluteBoundingBox":{"x":552.0,"y":4044.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":4044.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,332.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1761":{"type":"TEXT","id":"20:1761","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1408.0,"y":4429.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":4429.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1073":{"type":"TEXT","id":"47:1073","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":1528.0,"y":3889.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.92041015625,"y":3894.208984375,"width":266.946411132812,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1747":{"type":"TEXT","id":"47:1747","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1528.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1529.07385253906,"y":7621.51318359375,"width":237.927368164062,"height":17.15625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1427":{"type":"RECTANGLE","id":"47:1427","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":5684.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5684.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1332.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2058":{"type":"TEXT","id":"47:2058","name":"“Don’t want to go back earlier ways of working with tool.”","absoluteBoundingBox":{"x":300.0,"y":8498.783203125,"width":480.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8503.0791015625,"width":477.475830078125,"height":17.5908203125},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Don’t want to go back earlier ways of working with tool.”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1092":{"type":"FRAME","id":"47:1092","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":4014.12866210938,"width":640.0,"height":3365.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":4014.12866210938,"width":640.0,"height":3365.00024414062},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,3417.12866210938]],"size":{"x":640.0,"y":3365.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1093"]},"47:1418":{"type":"FRAME","id":"47:1418","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":5166.708984375,"width":320.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5166.708984375,"width":320.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1419","47:1420"]},"47:1402":{"type":"FRAME","id":"47:1402","name":"Frame 32","absoluteBoundingBox":{"x":1528.0,"y":4352.708984375,"width":1040.0,"height":692.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4352.708984375,"width":1040.0,"height":692.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":692.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1403","47:1404"]},"47:1404":{"type":"FRAME","id":"47:1404","name":"Frame 29","absoluteBoundingBox":{"x":1528.0,"y":4390.708984375,"width":1040.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4390.708984375,"width":1040.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1405","47:1408","47:1411"]},"47:1411":{"type":"FRAME","id":"47:1411","name":"Frame 28","absoluteBoundingBox":{"x":2248.0,"y":4390.708984375,"width":320.0,"height":236.0},"isolatedAbsoluteRenderBounds":{"x":2248.0,"y":4390.708984375,"width":320.0,"height":236.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":236.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1412","47:1413"]},"48:2499":{"type":"TEXT","id":"48:2499","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2328.0,"y":14580.6865234375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2328.0,"y":14584.0126953125,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1387":{"type":"FRAME","id":"47:1387","name":"Frame 30","absoluteBoundingBox":{"x":184.0,"y":5766.708984375,"width":1040.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5766.708984375,"width":1040.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1388","47:1391","47:1394"]},"47:1408":{"type":"FRAME","id":"47:1408","name":"Frame 27","absoluteBoundingBox":{"x":1888.0,"y":4390.708984375,"width":320.0,"height":434.0},"isolatedAbsoluteRenderBounds":{"x":1888.0,"y":4390.708984375,"width":320.0,"height":434.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":434.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1409","47:1410"]},"19:918":{"type":"FRAME","id":"19:918","name":"Frame 14","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["19:919"]},"47:1840":{"type":"TEXT","id":"47:1840","name":"Annotation correction frequency","absoluteBoundingBox":{"x":552.0,"y":8092.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":552.460205078125,"y":8097.07861328125,"width":271.450073242188,"height":17.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Annotation correction frequency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1399":{"type":"FRAME","id":"47:1399","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":4309.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4309.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1400"]},"47:1400":{"type":"TEXT","id":"47:1400","name":"Key Behavioural Insights","absoluteBoundingBox":{"x":1528.0,"y":4309.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":4314.25732421875,"width":282.908935546875,"height":23.63330078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Key Behavioural Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1086":{"type":"TEXT","id":"47:1086","name":"Case lifecycle analysis (delays, rework loops, handoffs)","absoluteBoundingBox":{"x":1896.0,"y":4201.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1897.07385253906,"y":4206.00439453125,"width":257.338989257812,"height":39.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,360.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case lifecycle analysis (delays, rework loops, handoffs)","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1084":{"type":"TEXT","id":"47:1084","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":1896.0,"y":4105.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.46020507812,"y":4110.208984375,"width":265.775390625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,264.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1925":{"type":"FRAME","id":"47:1925","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":315.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1926","47:1928"]},"47:1083":{"type":"RECTANGLE","id":"47:1083","name":"Rectangle 4","absoluteBoundingBox":{"x":1896.0,"y":4077.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":4077.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:392":{"type":"TEXT","id":"45:392","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1082":{"type":"TEXT","id":"47:1082","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":1896.0,"y":4009.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.46020507812,"y":4014.208984375,"width":265.775390625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1069":{"type":"TEXT","id":"47:1069","name":"Research & Discovery","absoluteBoundingBox":{"x":1528.0,"y":3788.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3793.25732421875,"width":251.098510742188,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1230":{"type":"FRAME","id":"47:1230","name":"Frame 29","absoluteBoundingBox":{"x":2272.0,"y":864.708984375,"width":1040.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":864.708984375,"width":1040.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1231","47:1234","47:1237"]},"47:872":{"type":"FRAME","id":"47:872","name":"Frame 18","absoluteBoundingBox":{"x":1528.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,1217.0]],"size":{"x":1040.0,"y":1723.70910644531},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:873","47:877"]},"47:879":{"type":"RECTANGLE","id":"47:879","name":"image 3","absoluteBoundingBox":{"x":1528.0,"y":3017.71044921875,"width":1040.0,"height":706.998596191406},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3017.71044921875,"width":1040.0,"height":706.99853515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,691.710510253906]],"size":{"x":1040.0,"y":706.998596191406},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for annotation tool","ariaAttributes":{},"interactions":[]},"47:1610":{"type":"FRAME","id":"47:1610","name":"Frame 290665","absoluteBoundingBox":{"x":2392.0,"y":7904.783203125,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7904.783203125,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,336.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1611"]},"21:1832":{"type":"TEXT","id":"21:1832","name":"Observations","absoluteBoundingBox":{"x":184.0,"y":5637.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":5641.33251953125,"width":129.43977355957,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:878":{"type":"RECTANGLE","id":"47:878","name":"image 2","absoluteBoundingBox":{"x":1528.0,"y":2326.0,"width":1040.0,"height":651.710510253906},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":2326.0,"width":1040.0,"height":651.71044921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":651.710510253906},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for projects","ariaAttributes":{},"interactions":[]},"47:876":{"type":"TEXT","id":"47:876","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":1528.0,"y":2044.0,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":1528.5625,"y":2048.29541015625,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:548":{"type":"FRAME","id":"36:548","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":7915.783203125,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7915.783203125,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:549","36:550","36:551","36:552"]},"47:874":{"type":"FRAME","id":"47:874","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":2001.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:875"]},"18:632":{"type":"COMPONENT","id":"18:632","name":"Property 2=White","overrideKey":"838:1917","absoluteBoundingBox":{"x":1101.0,"y":-1866.0,"width":167.648941040039,"height":60.0},"targetAspectRatio":{"x":446.980010986328,"y":159.970001220703},"isolatedAbsoluteRenderBounds":{"x":1101.0,"y":-1866.0,"width":167.648941040039,"height":60.0},"relativeTransform":[[1.0,0.0,700.0],[0.0,1.0,20.0]],"size":{"x":167.648941040039,"y":60.0},"fills":[],"constraintValues":{"left":{"pixelOffset":700.0,"sizeFraction":0.0},"top":{"pixelOffset":20.0,"sizeFraction":0.0}},"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"clipsContent":true,"children":["18:633"],"componentSetId":"18:559"},"18:554":{"type":"TEXT","id":"18:554","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":1568.0,"y":1209.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":1568.68176269531,"y":1213.72729492188,"width":929.241088867188,"height":139.454467773438},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,309.0]],"size":{"x":960.0,"y":145.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1584":{"type":"TEXT","id":"47:1584","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":564.0,"y":7783.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":564.556823730469,"y":7789.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1080":{"type":"TEXT","id":"47:1080","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":1896.0,"y":3913.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.86926269531,"y":3918.00439453125,"width":299.022827148438,"height":35.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:290":{"type":"FRAME","id":"36:290","name":"Frame 21","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07409667969},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07421875},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":1040.0,"y":1165.07409667969},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["36:291","36:293","36:302"]},"18:552":{"type":"TEXT","id":"18:552","name":"KYC AI-Assisted Document Annotation & Case Management","absoluteBoundingBox":{"x":1568.0,"y":1036.0,"width":960.0,"height":96.0},"isolatedAbsoluteRenderBounds":{"x":1571.19604492188,"y":1044.74426269531,"width":874.83251953125,"height":86.89208984375},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,136.0]],"size":{"x":960.0,"y":96.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"KYC AI-Assisted Document Annotation & Case Management ","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:551":{"type":"RECTANGLE","id":"18:551","name":"Rectangle 1","absoluteBoundingBox":{"x":1568.0,"y":1010.0,"width":960.0,"height":2.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":1010.0,"width":960.0,"height":2.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,30.0]],"size":{"x":960.0,"y":2.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:787":{"type":"FRAME","id":"47:787","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":1564.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:788"]},"45:483":{"type":"TEXT","id":"45:483","name":"Delivery","absoluteBoundingBox":{"x":184.0,"y":13268.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13272.203125,"width":78.6519317626953,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:550":{"type":"TEXT","id":"18:550","name":"CASE STUDY","absoluteBoundingBox":{"x":1568.0,"y":980.0,"width":960.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1568.79895019531,"y":982.941772460938,"width":95.9549560546875,"height":11.2233276367188},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"CASE STUDY","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":15.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.15,"letterSpacingValue":1.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.1534080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"37:144":{"type":"FRAME","id":"37:144","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":8799.783203125,"width":626.0,"height":253.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":8799.783203125,"width":626.0,"height":253.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":253.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["36:1212","36:1242"]},"18:543":{"type":"FRAME","id":"18:543","name":"Frame 6","absoluteBoundingBox":{"x":1408.0,"y":784.0,"width":1280.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":784.0,"width":1280.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:544"]},"18:545":{"type":"TEXT","id":"18:545","name":"Selected Work","absoluteBoundingBox":{"x":1568.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":1569.45458984375,"y":791.409118652344,"width":221.770263671875,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2935":{"type":"FRAME","id":"48:2935","name":"Frame 27","absoluteBoundingBox":{"x":2312.0,"y":17925.083984375,"width":295.0,"height":160.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":17925.083984375,"width":295.0,"height":160.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,450.0]],"size":{"x":295.0,"y":160.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2936","48:2937"]},"48:2805":{"type":"FRAME","id":"48:2805","name":"Frame 290676","absoluteBoundingBox":{"x":1488.0,"y":15538.8544921875,"width":640.0,"height":544.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15538.8544921875,"width":640.0,"height":544.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":544.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2806","48:2807","48:2810"]},"47:1089":{"type":"TEXT","id":"47:1089","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":2264.0,"y":3889.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2265.38061523438,"y":3894.208984375,"width":267.8291015625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:534":{"type":"TEXT","id":"18:534","name":"Here is a sample of user-centric design projects I’ve worked on.","absoluteBoundingBox":{"x":224.0,"y":847.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":225.917617797852,"y":851.727294921875,"width":715.970581054688,"height":23.4545288085938},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Here is a sample of user-centric design projects I’ve worked on.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2808":{"type":"TEXT","id":"48:2808","name":"What Worked & What I Learned","absoluteBoundingBox":{"x":1488.0,"y":15650.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1488.37646484375,"y":15655.1171875,"width":299.080810546875,"height":14.9501953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What Worked & What I Learned","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1166":{"type":"TEXT","id":"36:1166","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2557.0,"y":4032.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2558.07397460938,"y":4037.43920898438,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1112":{"type":"FRAME","id":"47:1112","name":"Frame 30","absoluteBoundingBox":{"x":1488.0,"y":5487.12890625,"width":640.0,"height":852.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":5487.12890625,"width":640.0,"height":852.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":640.0,"y":852.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1113","47:1116","47:1119"]},"48:2803":{"type":"FRAME","id":"48:2803","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":15495.8544921875,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15495.8544921875,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2804"]},"18:547":{"type":"TEXT","id":"18:547","name":"Here is a sample of user-centric design projects I’ve worked on.","absoluteBoundingBox":{"x":1568.0,"y":847.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1569.91760253906,"y":851.727294921875,"width":715.970581054688,"height":23.4545288085938},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Here is a sample of user-centric design projects I’ve worked on.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2801":{"type":"TEXT","id":"48:2801","name":"Ran regular cross-team reviews Acted as UX point-of-contact across platform","absoluteBoundingBox":{"x":1488.0,"y":15427.8544921875,"width":640.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":15432.3544921875,"width":398.926391601562,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ran regular cross-team reviews\nActed as UX point-of-contact across platform","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2812":{"type":"TEXT","id":"48:2812","name":"I’d invest earlier in supervisor-level configurations, not just analyst workflows. Configurable workflows paid off — we could support multiple banks without custom builds. I would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","absoluteBoundingBox":{"x":1488.0,"y":15928.8544921875,"width":640.0,"height":154.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":15933.150390625,"width":590.630859375,"height":149.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":154.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’d invest earlier in supervisor-level configurations, not just analyst workflows.\nConfigurable workflows paid off — we could support multiple banks without custom builds.\nI would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2800":{"type":"TEXT","id":"48:2800","name":"Aligning Teams","absoluteBoundingBox":{"x":1488.0,"y":15399.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1488.47583007812,"y":15403.478515625,"width":148.4638671875,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Aligning Teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2796":{"type":"FRAME","id":"48:2796","name":"Frame 31","absoluteBoundingBox":{"x":1488.0,"y":15259.8544921875,"width":640.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15259.8544921875,"width":640.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,746.0]],"size":{"x":640.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2797","48:2798"]},"47:845":{"type":"TEXT","id":"47:845","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1528.0,"y":1607.0,"width":1040.0,"height":330.0},"isolatedAbsoluteRenderBounds":{"x":1528.38354492188,"y":1611.29541015625,"width":1029.67333984375,"height":321.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":330.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1861":{"type":"FRAME","id":"21:1861","name":"Frame 28","absoluteBoundingBox":{"x":3440.0,"y":4917.0,"width":960.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":4917.0,"width":960.0,"height":3855.0},"relativeTransform":[[1.0,0.0,1168.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3855.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["21:1862","21:1863"]},"48:2600":{"type":"FRAME","id":"48:2600","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":12531.826171875,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12531.826171875,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,592.728210449219]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2601","48:2602"]},"48:2790":{"type":"FRAME","id":"48:2790","name":"Frame 29","absoluteBoundingBox":{"x":1488.0,"y":15001.8544921875,"width":640.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15001.8544921875,"width":640.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,488.0]],"size":{"x":640.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2791","48:2792"]},"48:2787":{"type":"FRAME","id":"48:2787","name":"Frame 28","absoluteBoundingBox":{"x":1488.0,"y":14883.8544921875,"width":640.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":14883.8544921875,"width":640.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,370.0]],"size":{"x":640.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2788","48:2789"]},"48:2789":{"type":"TEXT","id":"48:2789","name":"Shaped where AI could assist vs where humans must decide Translated model confidence and failure modes into UX safeguards Aligned on feedback loops between user corrections and model learning","absoluteBoundingBox":{"x":1488.0,"y":14911.8544921875,"width":640.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":14916.3544921875,"width":623.975830078125,"height":61.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Shaped where AI could assist vs where humans must decide\nTranslated model confidence and failure modes into UX safeguards\nAligned on feedback loops between user corrections and model learning","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2788":{"type":"TEXT","id":"48:2788","name":"Data Science","absoluteBoundingBox":{"x":1488.0,"y":14883.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.26416015625,"y":14887.478515625,"width":125.403930664062,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Data Science","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2786":{"type":"TEXT","id":"48:2786","name":"Partnered early to understand system constraints and backend data flows Used state patterns to align on lifecycle modelling and edge cases","absoluteBoundingBox":{"x":1488.0,"y":14793.8544921875,"width":640.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":14798.3544921875,"width":588.94140625,"height":61.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Partnered early to understand system constraints and backend data flows\nUsed state patterns to align on lifecycle modelling and edge cases","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1743":{"type":"TEXT","id":"47:1743","name":"Platform Outcomes","absoluteBoundingBox":{"x":1528.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":7520.51025390625,"width":223.2333984375,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Platform Outcomes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2904":{"type":"FRAME","id":"48:2904","name":"Frame 29","absoluteBoundingBox":{"x":2392.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,400.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2905","48:2906"]},"47:1208":{"type":"TEXT","id":"47:1208","name":"Insights","absoluteBoundingBox":{"x":784.0,"y":1640.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":785.264221191406,"y":1644.33251953125,"width":76.0684814453125,"height":19.6947021484375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2785":{"type":"TEXT","id":"48:2785","name":"Engineering & Architecture","absoluteBoundingBox":{"x":1488.0,"y":14765.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.26416015625,"y":14769.478515625,"width":259.5703125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Engineering & Architecture","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1744":{"type":"FRAME","id":"47:1744","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":7568.783203125,"width":1040.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7568.783203125,"width":1040.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1745","47:1758","47:1767"]},"18:480":{"type":"TEXT","id":"18:480","name":"Here is a sample of user-centric design projects I’ve worked on.","absoluteBoundingBox":{"x":224.0,"y":847.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":225.917617797852,"y":851.727294921875,"width":715.970581054688,"height":23.4545288085938},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Here is a sample of user-centric design projects I’ve worked on.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2793":{"type":"FRAME","id":"48:2793","name":"Frame 30","absoluteBoundingBox":{"x":1488.0,"y":15097.8544921875,"width":640.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15097.8544921875,"width":640.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,584.0]],"size":{"x":640.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2794","48:2795"]},"48:2781":{"type":"FRAME","id":"48:2781","name":"Frame 26","absoluteBoundingBox":{"x":1488.0,"y":14647.8544921875,"width":640.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":14647.8544921875,"width":640.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,134.0]],"size":{"x":640.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2782","48:2783"]},"47:1566":{"type":"FRAME","id":"47:1566","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1567"]},"48:2778":{"type":"TEXT","id":"48:2778","name":"Collaboration & Influence","absoluteBoundingBox":{"x":1488.0,"y":14470.8544921875,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.21020507812,"y":14475.40234375,"width":290.981567382812,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Collaboration & Influence","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:811":{"type":"TEXT","id":"47:811","name":"Understanding the problem space","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":2005.54833984375,"width":393.150024414062,"height":23.6334228515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2684":{"type":"TEXT","id":"48:2684","name":"Accessibility & Inclusive nature","absoluteBoundingBox":{"x":1488.0,"y":13046.826171875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1488.47583007812,"y":13050.4501953125,"width":300.930541992188,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accessibility & Inclusive nature","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2706":{"type":"FRAME","id":"48:2706","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":10530.783203125,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10530.783203125,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,123.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2707","48:2708"]},"11:139":{"type":"TEXT","id":"11:139","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":1408.0,"y":6482.0,"width":800.0,"height":240.0},"isolatedAbsoluteRenderBounds":{"x":1409.13635253906,"y":6490.744140625,"width":731.538208007812,"height":230.4375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,16.0]],"size":{"x":800.0,"y":240.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2680":{"type":"FRAME","id":"48:2680","name":"Frame 26","absoluteBoundingBox":{"x":1488.0,"y":12906.826171875,"width":640.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12906.826171875,"width":640.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,145.0]],"size":{"x":640.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2681","48:2682"]},"48:2682":{"type":"TEXT","id":"48:2682","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1488.0,"y":12944.826171875,"width":640.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":12949.1220703125,"width":504.9716796875,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":640.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1937":{"type":"TEXT","id":"47:1937","name":"Error Reduction","absoluteBoundingBox":{"x":552.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":553.264221191406,"y":8048.40673828125,"width":149.068725585938,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Error Reduction","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2679":{"type":"TEXT","id":"48:2679","name":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","absoluteBoundingBox":{"x":1488.0,"y":12804.826171875,"width":640.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1488.46020507812,"y":12809.1220703125,"width":627.68115234375,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2710":{"type":"TEXT","id":"48:2710","name":"Accessibility & Inclusive nature","absoluteBoundingBox":{"x":184.0,"y":10670.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":10674.4072265625,"width":300.930541992188,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accessibility & Inclusive nature","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2602":{"type":"FRAME","id":"48:2602","name":"Frame 3","absoluteBoundingBox":{"x":1488.0,"y":12695.826171875,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12695.826171875,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2603"]},"48:2599":{"type":"RECTANGLE","id":"48:2599","name":"image 8","absoluteBoundingBox":{"x":1488.0,"y":11939.09765625,"width":640.0,"height":578.728210449219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11939.09765625,"width":640.0,"height":578.728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":578.728210449219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"Entity summarise screenshot","ariaAttributes":{},"interactions":[]},"47:2256":{"type":"FRAME","id":"47:2256","name":"Frame 25","absoluteBoundingBox":{"x":1488.0,"y":9665.09765625,"width":640.0,"height":2250.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9665.09765625,"width":640.0,"height":2250.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,9068.09765625]],"size":{"x":640.0,"y":2250.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:2257","47:2259"]},"48:2715":{"type":"FRAME","id":"48:2715","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":10407.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2716"]},"47:2259":{"type":"FRAME","id":"47:2259","name":"Frame 290675","absoluteBoundingBox":{"x":1488.0,"y":9708.09765625,"width":640.0,"height":2207.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9708.09765625,"width":640.0,"height":2207.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":2207.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2260","47:2266","47:2272","47:2278"]},"48:3006":{"type":"TEXT","id":"48:3006","name":"Collaboration & Influence","absoluteBoundingBox":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.210220336914,"y":12863.126953125,"width":290.981506347656,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Collaboration & Influence","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1371":{"type":"RECTANGLE","id":"47:1371","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":5084.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5084.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,732.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2282":{"type":"FRAME","id":"47:2282","name":"Frame 3","absoluteBoundingBox":{"x":1488.0,"y":12717.4921875,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12717.4921875,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2283"]},"47:2281":{"type":"TEXT","id":"47:2281","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":1488.0,"y":12553.4921875,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1488.5625,"y":12557.6533203125,"width":626.53662109375,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2493":{"type":"TEXT","id":"48:2493","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2328.0,"y":13876.4921875,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2328.0,"y":13879.818359375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2232":{"type":"FRAME","id":"47:2232","name":"Frame 290667","absoluteBoundingBox":{"x":1528.0,"y":8498.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8498.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,75.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2233","47:2235"]},"47:1755":{"type":"TEXT","id":"47:1755","name":"Outreach completion time","absoluteBoundingBox":{"x":1528.0,"y":7858.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1529.07385253906,"y":7863.283203125,"width":215.651000976562,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,290.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Outreach completion time","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1591":{"type":"TEXT","id":"47:1591","name":"Adoption of AI-assisted workflows across teams","absoluteBoundingBox":{"x":920.0,"y":7759.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.460205078125,"y":7764.07861328125,"width":287.953247070312,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Adoption of AI-assisted workflows across teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2276":{"type":"FRAME","id":"47:2276","name":"Frame 4","absoluteBoundingBox":{"x":1488.0,"y":11854.7646484375,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11854.7646484375,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2277"]},"47:1064":{"type":"RECTANGLE","id":"47:1064","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":3957.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":3957.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2678":{"type":"TEXT","id":"48:2678","name":"Design System & Scale Considerations","absoluteBoundingBox":{"x":1488.0,"y":12761.826171875,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":12766.3740234375,"width":446.750244140625,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Design System & Scale Considerations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1955":{"type":"TEXT","id":"47:1955","name":"Time-on-task for document validation","absoluteBoundingBox":{"x":1528.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.61364746094,"y":8097.07861328125,"width":231.430908203125,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-on-task for document validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2266":{"type":"FRAME","id":"47:2266","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":10396.5419921875,"width":640.0,"height":771.777770996094},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10396.5419921875,"width":640.0,"height":771.777770996094},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,688.444458007812]],"size":{"x":640.0,"y":771.777770996094},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:2267","47:2268"]},"47:2268":{"type":"FRAME","id":"47:2268","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":10940.3193359375,"width":640.0,"height":228.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10940.3193359375,"width":640.0,"height":228.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,543.777770996094]],"size":{"x":640.0,"y":228.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["47:2269","47:2270"]},"47:2271":{"type":"TEXT","id":"47:2271","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":11138.3193359375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":11141.6455078125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1082":{"type":"FRAME","id":"36:1082","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1083"]},"47:956":{"type":"TEXT","id":"47:956","name":"Validation","absoluteBoundingBox":{"x":800.0,"y":836.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":800.475830078125,"y":840.332580566406,"width":95.9430541992188,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:214":{"type":"RECTANGLE","id":"45:214","name":"image 8","absoluteBoundingBox":{"x":1528.0,"y":6399.92578125,"width":900.0,"height":814.0},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.92578125,"width":900.0,"height":814.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.216796875]],"size":{"x":900.0,"y":814.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2267":{"type":"RECTANGLE","id":"47:2267","name":"image 10","absoluteBoundingBox":{"x":1488.0,"y":10396.5419921875,"width":640.0,"height":529.777770996094},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10396.5419921875,"width":640.0,"height":529.77734375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":529.777770996094},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"case management tool screenshot","ariaAttributes":{},"interactions":[]},"47:2260":{"type":"FRAME","id":"47:2260","name":"Frame 290672","absoluteBoundingBox":{"x":1488.0,"y":9708.09765625,"width":640.0,"height":624.444458007812},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9708.09765625,"width":640.0,"height":624.444458007812},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":624.444458007812},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:2261","47:2262"]},"47:2262":{"type":"FRAME","id":"47:2262","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":10126.5419921875,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10126.5419921875,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,418.444427490234]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["47:2263","47:2264"]},"47:2264":{"type":"FRAME","id":"47:2264","name":"Frame 3","absoluteBoundingBox":{"x":1488.0,"y":10290.5419921875,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":10290.5419921875,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2265"]},"47:2261":{"type":"RECTANGLE","id":"47:2261","name":"image 26","absoluteBoundingBox":{"x":1488.0,"y":9708.09765625,"width":640.0,"height":404.444427490234},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9708.09765625,"width":640.0,"height":404.4443359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":404.444427490234},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"Annotation Tool screenshot","ariaAttributes":{},"interactions":[]},"47:990":{"type":"FRAME","id":"47:990","name":"Frame 25","absoluteBoundingBox":{"x":2312.0,"y":4602.4033203125,"width":295.0,"height":1026.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4602.4033203125,"width":295.0,"height":1026.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":295.0,"y":1026.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:991","47:998","47:1007"]},"15:407":{"type":"TEXT","id":"15:407","name":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":1568.0,"y":482.0,"width":960.0,"height":78.0},"isolatedAbsoluteRenderBounds":{"x":1569.5,"y":488.636352539062,"width":884.579833984375,"height":69.9091186523438},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,78.0]],"size":{"x":960.0,"y":78.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2258":{"type":"TEXT","id":"47:2258","name":"Interaction Design Portfolios","absoluteBoundingBox":{"x":1488.0,"y":9665.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":9669.6455078125,"width":330.121459960938,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Interaction Design Portfolios","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2731":{"type":"TEXT","id":"48:2731","name":"My Role","absoluteBoundingBox":{"x":2312.0,"y":16204.3056640625,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":16208.759765625,"width":74.634521484375,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"My Role","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1976":{"type":"FRAME","id":"47:1976","name":"Frame 25","absoluteBoundingBox":{"x":1488.0,"y":9243.09765625,"width":640.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9243.09765625,"width":809.5361328125,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":640.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:1977"]},"47:1723":{"type":"TEXT","id":"47:1723","name":"Accuracy & Compliance","absoluteBoundingBox":{"x":552.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":552.475830078125,"y":7572.40673828125,"width":229.628234863281,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accuracy & Compliance","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2003":{"type":"FRAME","id":"47:2003","name":"Frame 290671","absoluteBoundingBox":{"x":1488.0,"y":9618.09765625,"width":640.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9618.09765625,"width":809.5361328125,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":640.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2004","47:2006"]},"47:968":{"type":"RECTANGLE","id":"47:968","name":"Rectangle 3","absoluteBoundingBox":{"x":2272.0,"y":952.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":952.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2866":{"type":"TEXT","id":"48:2866","name":"Shaped where AI could assist vs where humans must decide Translated model confidence and failure modes into UX safeguards Aligned on feedback loops between user corrections and model learning","absoluteBoundingBox":{"x":184.0,"y":13211.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13216.0791015625,"width":623.975891113281,"height":61.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Shaped where AI could assist vs where humans must decide\nTranslated model confidence and failure modes into UX safeguards\nAligned on feedback loops between user corrections and model learning","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2006":{"type":"TEXT","id":"47:2006","name":"“A noticeable change and stronger alignment with regulatory expectations”","absoluteBoundingBox":{"x":1669.0,"y":9618.09765625,"width":630.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1669.86926269531,"y":9622.59765625,"width":627.666870117188,"height":17.38671875},"relativeTransform":[[1.0,0.0,181.0],[0.0,1.0,0.0]],"size":{"x":630.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“A noticeable change and stronger alignment with regulatory expectations”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2004":{"type":"FRAME","id":"47:2004","name":"Frame 290663","absoluteBoundingBox":{"x":1488.0,"y":9618.09765625,"width":149.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9618.09765625,"width":149.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":149.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2005"]},"36:1150":{"type":"RECTANGLE","id":"36:1150","name":"Rectangle 6","absoluteBoundingBox":{"x":184.0,"y":8566.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8566.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,272.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2005":{"type":"TEXT","id":"47:2005","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":9618.09765625,"width":125.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.70593261719,"y":9623.333984375,"width":123.549072265625,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":125.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2107":{"type":"TEXT","id":"47:2107","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":8723.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.7060546875,"y":8729.01953125,"width":170.606201171875,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"19:919":{"type":"TEXT","id":"19:919","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":1568.0,"y":873.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1570.87646484375,"y":880.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1998":{"type":"FRAME","id":"47:1998","name":"Frame 290670","absoluteBoundingBox":{"x":1488.0,"y":9543.09765625,"width":640.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9543.09765625,"width":640.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,300.0]],"size":{"x":640.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:1999","47:2001"]},"36:751":{"type":"FRAME","id":"36:751","name":"Frame 290663","absoluteBoundingBox":{"x":552.0,"y":7533.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7533.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:752"]},"47:1945":{"type":"TEXT","id":"47:1945","name":"Task completion without external tools","absoluteBoundingBox":{"x":920.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.5625,"y":8097.283203125,"width":276.743774414062,"height":35.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Task completion without external tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2001":{"type":"TEXT","id":"47:2001","name":"“Workload distribution has become easier”","absoluteBoundingBox":{"x":1716.0,"y":9543.09765625,"width":357.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1716.86926269531,"y":9547.59765625,"width":354.957153320312,"height":13.73046875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":357.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Workload distribution has become easier”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1999":{"type":"FRAME","id":"47:1999","name":"Frame 290663","absoluteBoundingBox":{"x":1488.0,"y":9543.09765625,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9543.09765625,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2000"]},"47:1209":{"type":"TEXT","id":"47:1209","name":"Review workflows should prioritise exception handling over full revalidation. Mandatory review states are essential to ensure accountability and audit readiness. Human-in-the-loop checkpoints must be explicit and traceable, not implicit. The same data requires different representations depending on reviewer versus annotator needs.","absoluteBoundingBox":{"x":784.0,"y":1678.708984375,"width":320.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":794.6875,"y":1683.00439453125,"width":306.5546875,"height":255.934692382812},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Review workflows should prioritise exception handling over full revalidation.\nMandatory review states are essential to ensure accountability and audit readiness.\nHuman-in-the-loop checkpoints must be explicit and traceable, not implicit.\nThe same data requires different representations depending on reviewer versus annotator needs.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1929":{"type":"FRAME","id":"47:1929","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8044.783203125,"width":304.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8044.783203125,"width":304.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1930","47:1931","47:1932","47:1933","47:1934","47:1935"]},"47:1988":{"type":"FRAME","id":"47:1988","name":"Frame 290668","absoluteBoundingBox":{"x":1488.0,"y":9393.09765625,"width":640.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9393.09765625,"width":640.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,150.0]],"size":{"x":640.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:1989","47:1991"]},"47:1987":{"type":"RECTANGLE","id":"47:1987","name":"Rectangle 4","absoluteBoundingBox":{"x":1488.0,"y":9365.09765625,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9365.09765625,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:1238":{"type":"FRAME","id":"36:1238","name":"Frame 290672","absoluteBoundingBox":{"x":184.0,"y":8799.783203125,"width":1040.0,"height":253.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8799.783203125,"width":1040.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":253.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["36:1231","37:144"]},"47:1367":{"type":"TEXT","id":"47:1367","name":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues. Conflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently. Bulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews. AI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","absoluteBoundingBox":{"x":544.0,"y":4428.708984375,"width":320.0,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":554.6875,"y":4433.00439453125,"width":295.819702148438,"height":387.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues.\nConflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently.\nBulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews.\nAI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1983":{"type":"FRAME","id":"47:1983","name":"Frame 290667","absoluteBoundingBox":{"x":1488.0,"y":9318.09765625,"width":640.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9318.09765625,"width":640.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,75.0]],"size":{"x":640.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:1984","47:1986"]},"47:1466":{"type":"RECTANGLE","id":"47:1466","name":"image 16","absoluteBoundingBox":{"x":2312.0,"y":10556.4033203125,"width":295.0,"height":245.665252685547},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10556.4033203125,"width":295.0,"height":245.6650390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,629.0]],"size":{"x":295.0,"y":245.665252685547},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"workflow diagram","ariaAttributes":{},"interactions":[]},"18:549":{"type":"FRAME","id":"18:549","name":"Frame 6","absoluteBoundingBox":{"x":1568.0,"y":980.0,"width":960.0,"height":32.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":980.0,"width":960.0,"height":32.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,80.0]],"size":{"x":960.0,"y":32.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:550","18:551"]},"47:2217":{"type":"FRAME","id":"47:2217","name":"Frame 290671","absoluteBoundingBox":{"x":184.0,"y":8798.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8798.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2218","47:2220"]},"47:1986":{"type":"TEXT","id":"47:1986","name":"“Don’t want to go back earlier ways of working with tool.”","absoluteBoundingBox":{"x":1604.0,"y":9318.09765625,"width":480.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1604.86926269531,"y":9322.3935546875,"width":477.475952148438,"height":17.5908203125},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Don’t want to go back earlier ways of working with tool.”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1430":{"type":"FRAME","id":"47:1430","name":"Frame 30","absoluteBoundingBox":{"x":1528.0,"y":5766.708984375,"width":1040.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5766.708984375,"width":1040.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1431","47:1434","47:1437"]},"36:1226":{"type":"FRAME","id":"36:1226","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":6325.708984375,"width":960.0,"height":4912.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":6325.708984375,"width":1016.2509765625,"height":4912.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,5546.708984375]],"size":{"x":960.0,"y":4912.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["36:1227","45:169"]},"47:1982":{"type":"RECTANGLE","id":"47:1982","name":"Rectangle 3","absoluteBoundingBox":{"x":1488.0,"y":9290.09765625,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9290.09765625,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,47.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:970":{"type":"RECTANGLE","id":"47:970","name":"Rectangle 4","absoluteBoundingBox":{"x":2272.0,"y":1048.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":1048.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1981":{"type":"TEXT","id":"47:1981","name":"“Validation feels more like supervision than manual work”","absoluteBoundingBox":{"x":1604.0,"y":9243.09765625,"width":479.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1604.86926269531,"y":9247.3935546875,"width":476.388061523438,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":479.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Validation feels more like supervision than manual work”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1979":{"type":"FRAME","id":"47:1979","name":"Frame 290663","absoluteBoundingBox":{"x":1488.0,"y":9243.09765625,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9243.09765625,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1980"]},"47:2275":{"type":"TEXT","id":"47:2275","name":"AI Model Settings Regulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process.","absoluteBoundingBox":{"x":1488.0,"y":11690.7646484375,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1488.42822265625,"y":11694.92578125,"width":621.17041015625,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"AI Model Settings\nRegulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1777":{"type":"FRAME","id":"47:1777","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":8807.09765625,"width":640.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8807.09765625,"width":640.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1778","47:1780"]},"47:818":{"type":"FRAME","id":"47:818","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":2001.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:819"]},"45:212":{"type":"RECTANGLE","id":"45:212","name":"image 8","absoluteBoundingBox":{"x":184.0,"y":9853.783203125,"width":400.0,"height":361.0},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9853.783203125,"width":400.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":361.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"Entity summarise screenshot","ariaAttributes":{},"interactions":[]},"21:1839":{"type":"TEXT","id":"21:1839","name":"Bulk efficiency must not come at the cost of individual case accountability. A case-first architecture is essential for meaningful progress tracking across projects and entities. Early investment in configurability scales better than client-specific custom builds. Supervisors need surfaced signals and exceptions, not exhaustive data views.","absoluteBoundingBox":{"x":904.0,"y":5675.708984375,"width":320.0,"height":286.0},"isolatedAbsoluteRenderBounds":{"x":914.6875,"y":5680.00439453125,"width":305.534545898438,"height":277.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":286.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Bulk efficiency must not come at the cost of individual case accountability.\nA case-first architecture is essential for meaningful progress tracking across projects and entities.\nEarly investment in configurability scales better than client-specific custom builds.\nSupervisors need surfaced signals and exceptions, not exhaustive data views.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1780":{"type":"FRAME","id":"47:1780","name":"Frame 25","absoluteBoundingBox":{"x":1488.0,"y":8860.09765625,"width":640.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8860.09765625,"width":640.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":640.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1781","47:1788","47:1795"]},"47:1795":{"type":"FRAME","id":"47:1795","name":"Frame 22","absoluteBoundingBox":{"x":1957.33325195312,"y":8860.09765625,"width":170.666656494141,"height":232.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":8860.09765625,"width":170.666748046875,"height":232.0},"relativeTransform":[[1.0,0.0,469.333312988281],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":232.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1796","47:1797","47:1798","47:1799"]},"48:2804":{"type":"TEXT","id":"48:2804","name":"Reflection & Learnings","absoluteBoundingBox":{"x":1488.0,"y":15495.8544921875,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":15500.40234375,"width":258.79736328125,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reflection & Learnings","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1799":{"type":"TEXT","id":"47:1799","name":"Analyst-reported fatigue during long sessions","absoluteBoundingBox":{"x":1957.33325195312,"y":9026.09765625,"width":170.666656494141,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1957.79345703125,"y":9031.0068359375,"width":156.341796875,"height":57.294921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,166.0]],"size":{"x":170.666656494141,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analyst-reported fatigue during long sessions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1838":{"type":"FRAME","id":"47:1838","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":8044.783203125,"width":304.0,"height":218.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8044.783203125,"width":304.0,"height":218.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":218.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1839","47:1840","47:1841","47:1842","47:1843","47:1844"]},"47:1498":{"type":"RECTANGLE","id":"47:1498","name":"Rectangle 4","absoluteBoundingBox":{"x":1488.0,"y":8664.09765625,"width":170.66667175293,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8664.09765625,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,308.0]],"size":{"x":170.66667175293,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1798":{"type":"RECTANGLE","id":"47:1798","name":"Rectangle 3","absoluteBoundingBox":{"x":1957.33325195312,"y":8998.09765625,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":8998.09765625,"width":170.666748046875,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,138.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1748":{"type":"FRAME","id":"47:1748","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1749"]},"36:577":{"type":"FRAME","id":"36:577","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:578"]},"47:1788":{"type":"FRAME","id":"47:1788","name":"Frame 23","absoluteBoundingBox":{"x":1722.66662597656,"y":8860.09765625,"width":170.666656494141,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":8860.09765625,"width":170.666656494141,"height":306.0},"relativeTransform":[[1.0,0.0,234.66667175293],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1789","47:1790","47:1791","47:1792","47:1793","47:1794"]},"47:1226":{"type":"TEXT","id":"47:1226","name":"Key Behavioural Insights","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2273.51708984375,"y":788.257263183594,"width":282.908935546875,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Key Behavioural Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2779":{"type":"FRAME","id":"48:2779","name":"Frame 290676","absoluteBoundingBox":{"x":1488.0,"y":14513.8544921875,"width":640.0,"height":958.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":14513.8544921875,"width":640.0,"height":958.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":958.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2780","48:2781","48:2784","48:2787","48:2790","48:2793","48:2796","48:2799"]},"47:1793":{"type":"RECTANGLE","id":"47:1793","name":"Rectangle 4","absoluteBoundingBox":{"x":1722.66662597656,"y":9094.09765625,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":9094.09765625,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,234.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1787":{"type":"TEXT","id":"47:1787","name":"Number of clicks / context switches per case","absoluteBoundingBox":{"x":1488.0,"y":9100.09765625,"width":170.66667175293,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1488.92041015625,"y":9104.3935546875,"width":151.82958984375,"height":61.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":170.66667175293,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Number of clicks / context switches per case","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1785":{"type":"TEXT","id":"47:1785","name":"Time to identify missing information","absoluteBoundingBox":{"x":1488.0,"y":9026.09765625,"width":301.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1488.86926269531,"y":9030.3935546875,"width":298.425170898438,"height":17.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,166.0]],"size":{"x":301.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time to identify missing information","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1375":{"type":"TEXT","id":"20:1375","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1784":{"type":"RECTANGLE","id":"47:1784","name":"Rectangle 3","absoluteBoundingBox":{"x":1488.0,"y":8998.09765625,"width":170.66667175293,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8998.09765625,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,138.0]],"size":{"x":170.66667175293,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1404":{"type":"RECTANGLE","id":"20:1404","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":3828.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3828.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1783":{"type":"TEXT","id":"47:1783","name":"Time-on-task for document validation","absoluteBoundingBox":{"x":1488.0,"y":8908.09765625,"width":170.66667175293,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1488.61364746094,"y":8912.3935546875,"width":141.857421875,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":170.66667175293,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-on-task for document validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2073":{"type":"TEXT","id":"47:2073","name":"“Workload distribution has become easier”","absoluteBoundingBox":{"x":412.0,"y":8723.783203125,"width":357.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":412.869323730469,"y":8728.283203125,"width":354.956970214844,"height":13.73046875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":357.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Workload distribution has become easier”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1782":{"type":"TEXT","id":"47:1782","name":"Efficiency","absoluteBoundingBox":{"x":1488.0,"y":8860.09765625,"width":170.66667175293,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.26416015625,"y":8863.7216796875,"width":95.658935546875,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.66667175293,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1778":{"type":"FRAME","id":"47:1778","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":8807.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8807.09765625,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1779"]},"47:1517":{"type":"TEXT","id":"47:1517","name":"Adoption of AI-assisted workflows across teams","absoluteBoundingBox":{"x":1957.33325195312,"y":8591.09765625,"width":170.666656494141,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1957.79345703125,"y":8595.3935546875,"width":159.61181640625,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,235.0]],"size":{"x":170.666656494141,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Adoption of AI-assisted workflows across teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:546":{"type":"FRAME","id":"18:546","name":"Frame 12","absoluteBoundingBox":{"x":1408.0,"y":847.0,"width":1280.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":847.0,"width":1280.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:547"]},"47:1516":{"type":"RECTANGLE","id":"47:1516","name":"Rectangle 3","absoluteBoundingBox":{"x":1957.33325195312,"y":8563.09765625,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":8563.09765625,"width":170.666748046875,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,207.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:379":{"type":"FRAME","id":"36:379","name":"Frame 22","absoluteBoundingBox":{"x":2264.0,"y":3867.708984375,"width":304.0,"height":282.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":3867.708984375,"width":304.0,"height":282.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":282.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:380","36:381","36:772","36:382","36:383","36:781"]},"47:1513":{"type":"TEXT","id":"47:1513","name":"Onboard new clients directly without customisation","absoluteBoundingBox":{"x":1957.33325195312,"y":8404.09765625,"width":170.666656494141,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1957.94689941406,"y":8408.828125,"width":121.281372070312,"height":79.5},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":170.666656494141,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Onboard new clients directly without customisation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:547":{"type":"TEXT","id":"46:547","name":"I’d invest earlier in supervisor-level configurations, not just analyst workflows. Configurable workflows paid off — we could support multiple banks without custom builds. I would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","absoluteBoundingBox":{"x":184.0,"y":14007.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":14011.875,"width":951.343383789062,"height":83.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’d invest earlier in supervisor-level configurations, not just analyst workflows.\nConfigurable workflows paid off — we could support multiple banks without custom builds.\nI would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1512":{"type":"TEXT","id":"47:1512","name":"Analysts","absoluteBoundingBox":{"x":1957.33325195312,"y":8356.09765625,"width":170.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1957.80908203125,"y":8360.5517578125,"width":84.3958740234375,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1885":{"type":"TEXT","id":"47:1885","name":"Number of clicks / context switches per case","absoluteBoundingBox":{"x":2312.0,"y":11925.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.94604492188,"y":11929.3642578125,"width":220.074951171875,"height":39.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,178.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Number of clicks / context switches per case","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2240":{"type":"TEXT","id":"47:2240","name":"“I feel more confident to handle complex cases”","absoluteBoundingBox":{"x":1644.0,"y":8573.783203125,"width":401.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1644.86926269531,"y":8578.0791015625,"width":398.9072265625,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":401.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I feel more confident to handle complex cases”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1597":{"type":"TEXT","id":"47:1597","name":"Platform Outcomes","absoluteBoundingBox":{"x":2392.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":7520.51025390625,"width":223.2333984375,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Platform Outcomes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1360":{"type":"TEXT","id":"20:1360","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1502":{"type":"FRAME","id":"47:1502","name":"Frame 23","absoluteBoundingBox":{"x":1722.66662597656,"y":8356.09765625,"width":170.666656494141,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":8356.09765625,"width":170.666656494141,"height":306.0},"relativeTransform":[[1.0,0.0,234.66667175293],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1503","47:1504","47:1505","47:1507","47:1508","47:1509"]},"47:1509":{"type":"FRAME","id":"47:1509","name":"Frame 290664","absoluteBoundingBox":{"x":1722.66662597656,"y":8639.09765625,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":8639.09765625,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,283.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1510"]},"36:372":{"type":"TEXT","id":"36:372","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":1896.0,"y":3939.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.86926269531,"y":3944.00439453125,"width":299.022827148438,"height":35.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1510":{"type":"TEXT","id":"47:1510","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1734.66662597656,"y":8639.09765625,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1735.22338867188,"y":8644.333984375,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1507":{"type":"RECTANGLE","id":"47:1507","name":"Rectangle 3","absoluteBoundingBox":{"x":1722.66662597656,"y":8543.09765625,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":8543.09765625,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,187.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1505":{"type":"FRAME","id":"47:1505","name":"Frame 290663","absoluteBoundingBox":{"x":1722.66662597656,"y":8496.09765625,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":8496.09765625,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1506"]},"47:1758":{"type":"FRAME","id":"47:1758","name":"Frame 23","absoluteBoundingBox":{"x":1896.0,"y":7568.783203125,"width":304.0,"height":238.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":7568.783203125,"width":304.0,"height":238.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":238.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1759","47:1760","47:1761","47:1763","47:1764","47:1765"]},"20:1742":{"type":"FRAME","id":"20:1742","name":"Frame 29","absoluteBoundingBox":{"x":184.0,"y":4261.708984375,"width":1040.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4261.708984375,"width":1040.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["20:1732","20:1736","20:1740"]},"47:1504":{"type":"TEXT","id":"47:1504","name":"Reduction in rework loops","absoluteBoundingBox":{"x":1722.66662597656,"y":8428.09765625,"width":170.666656494141,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1724.04736328125,"y":8432.59765625,"width":165.723754882812,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":170.666656494141,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduction in rework loops","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1754":{"type":"FRAME","id":"20:1754","name":"Frame 28","absoluteBoundingBox":{"x":904.0,"y":5037.708984375,"width":320.0,"height":302.0},"isolatedAbsoluteRenderBounds":{"x":904.0,"y":5037.708984375,"width":320.0,"height":302.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":302.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1755","20:1756"]},"47:1741":{"type":"FRAME","id":"47:1741","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":412.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1742","47:1744"]},"47:1489":{"type":"FRAME","id":"47:1489","name":"Frame 24","absoluteBoundingBox":{"x":1488.0,"y":8356.09765625,"width":170.66667175293,"height":427.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8356.09765625,"width":286.45166015625,"height":427.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.66667175293,"y":427.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1490","47:1491","47:1492","47:1494","47:1495","47:1496","47:1498","47:1499","47:1500"]},"47:1500":{"type":"FRAME","id":"47:1500","name":"Frame 290665","absoluteBoundingBox":{"x":1488.0,"y":8760.09765625,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8760.09765625,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,404.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1501"]},"47:1771":{"type":"TEXT","id":"47:1771","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2276.0,"y":7684.783203125,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2276.67602539062,"y":7690.24853515625,"width":38.076171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1052":{"type":"FRAME","id":"47:1052","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":3841.708984375,"width":304.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":3841.708984375,"width":304.0,"height":404.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1053","47:1054","47:1055","47:1056","47:1057","47:1058","47:1059","47:1060"]},"47:1501":{"type":"TEXT","id":"47:1501","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":8760.09765625,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.72583007812,"y":8765.4384765625,"width":71.7586669921875,"height":11.01171875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"37:197":{"type":"FRAME","id":"37:197","name":"Frame 3","absoluteBoundingBox":{"x":3311.0,"y":10777.708984375,"width":46.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":10777.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,4409.0]],"size":{"x":46.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["37:198"]},"46:565":{"type":"TEXT","id":"46:565","name":"Understanding the problem space","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3413.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1499":{"type":"TEXT","id":"47:1499","name":"Outreach completion time","absoluteBoundingBox":{"x":1488.0,"y":8692.09765625,"width":170.66667175293,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1488.92041015625,"y":8696.828125,"width":133.135986328125,"height":38.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,336.0]],"size":{"x":170.66667175293,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Outreach completion time","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1365":{"type":"FRAME","id":"47:1365","name":"Frame 27","absoluteBoundingBox":{"x":544.0,"y":4390.708984375,"width":320.0,"height":434.0},"isolatedAbsoluteRenderBounds":{"x":544.0,"y":4390.708984375,"width":320.0,"height":434.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":434.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1366","47:1367"]},"47:1496":{"type":"FRAME","id":"47:1496","name":"Frame 290664","absoluteBoundingBox":{"x":1488.0,"y":8617.09765625,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8617.09765625,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,261.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1497"]},"47:1441":{"type":"FRAME","id":"47:1441","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":7403.12890625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":7403.12890625,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1442"]},"47:1495":{"type":"TEXT","id":"47:1495","name":"Reduced manual annotation effort","absoluteBoundingBox":{"x":1488.0,"y":8571.09765625,"width":288.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1489.58520507812,"y":8575.3935546875,"width":284.866455078125,"height":13.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":288.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduced manual annotation effort","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1493":{"type":"TEXT","id":"47:1493","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":8496.09765625,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.55676269531,"y":8501.333984375,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"18:495":{"type":"FRAME","id":"18:495","name":"Frame 6","absoluteBoundingBox":{"x":2432.0,"y":980.0,"width":960.0,"height":32.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":980.0,"width":960.0,"height":32.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,80.0]],"size":{"x":960.0,"y":32.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:496","18:497"]},"47:2331":{"type":"RECTANGLE","id":"47:2331","name":"image 9","absoluteBoundingBox":{"x":184.0,"y":9640.783203125,"width":400.0,"height":278.0},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9640.783203125,"width":400.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":278.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1491":{"type":"TEXT","id":"47:1491","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1488.0,"y":8428.09765625,"width":170.66667175293,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1489.07385253906,"y":8432.828125,"width":139.691040039062,"height":38.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":170.66667175293,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1490":{"type":"TEXT","id":"47:1490","name":"Efficiency & Scale","absoluteBoundingBox":{"x":1488.0,"y":8356.09765625,"width":170.66667175293,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":1488.79541015625,"y":8359.7216796875,"width":114.32080078125,"height":39.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.66667175293,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency & Scale","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1486":{"type":"FRAME","id":"47:1486","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":8303.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8303.09765625,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1487"]},"47:1093":{"type":"FRAME","id":"47:1093","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":4014.12866210938,"width":640.0,"height":3365.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":4014.12866210938,"width":640.0,"height":3365.00024414062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":3365.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1094","47:1096"]},"47:1487":{"type":"TEXT","id":"47:1487","name":"Platform Outcomes","absoluteBoundingBox":{"x":1488.0,"y":8303.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":8307.8251953125,"width":223.2333984375,"height":18.5283203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Platform Outcomes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1440":{"type":"FRAME","id":"47:1440","name":"Frame 21","absoluteBoundingBox":{"x":1488.0,"y":7403.12890625,"width":640.0,"height":875.96875},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":7403.12890625,"width":640.0,"height":875.96875},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,6806.12890625]],"size":{"x":640.0,"y":875.96875},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1441","47:1443","47:1444"]},"47:1443":{"type":"TEXT","id":"47:1443","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":1488.0,"y":7446.12890625,"width":640.0,"height":286.0},"isolatedAbsoluteRenderBounds":{"x":1488.38354492188,"y":7450.42431640625,"width":635.7080078125,"height":281.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":286.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2810":{"type":"FRAME","id":"48:2810","name":"Frame 27","absoluteBoundingBox":{"x":1488.0,"y":15900.8544921875,"width":640.0,"height":182.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15900.8544921875,"width":640.0,"height":182.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,362.0]],"size":{"x":640.0,"y":182.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2811","48:2812"]},"47:1096":{"type":"FRAME","id":"47:1096","name":"Frame 33","absoluteBoundingBox":{"x":1488.0,"y":4057.12866210938,"width":640.0,"height":3322.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":4057.12866210938,"width":640.0,"height":3322.00024414062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":3322.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1097","47:1109","47:1110","47:1122","47:1123"]},"47:1776":{"type":"FRAME","id":"47:1776","name":"Frame 23","absoluteBoundingBox":{"x":1488.0,"y":8807.09765625,"width":640.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8807.09765625,"width":640.0,"height":359.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,8210.09765625]],"size":{"x":640.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1777"]},"47:1123":{"type":"FRAME","id":"47:1123","name":"Frame 33","absoluteBoundingBox":{"x":1488.0,"y":6423.12890625,"width":640.0,"height":956.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":6423.12890625,"width":640.0,"height":956.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2366.0]],"size":{"x":640.0,"y":956.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1124","47:1125"]},"48:3020":{"type":"TEXT","id":"48:3020","name":"Embedded regulatory requirements into interaction design Negotiated review checkpoints and mandatory confirmations","absoluteBoundingBox":{"x":184.0,"y":13329.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13334.0791015625,"width":529.464477539062,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Embedded regulatory requirements into interaction design\nNegotiated review checkpoints and mandatory confirmations","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1132":{"type":"FRAME","id":"47:1132","name":"Frame 28","absoluteBoundingBox":{"x":1941.33325195312,"y":6461.12890625,"width":186.666656494141,"height":522.0},"isolatedAbsoluteRenderBounds":{"x":1941.33325195312,"y":6461.12890625,"width":186.666748046875,"height":522.0},"relativeTransform":[[1.0,0.0,453.333312988281],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":522.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1133","47:1134"]},"45:267":{"type":"FRAME","id":"45:267","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07409667969},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07409667969},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":1040.0,"y":1165.07409667969},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:268","45:270","45:300","45:333","45:362","45:370"]},"47:1131":{"type":"TEXT","id":"47:1131","name":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it. Missing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","absoluteBoundingBox":{"x":1714.66662597656,"y":6499.12890625,"width":186.666656494141,"height":352.0},"isolatedAbsoluteRenderBounds":{"x":1725.35412597656,"y":6503.62890625,"width":174.432861328125,"height":343.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.666656494141,"y":352.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it.\nMissing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1126":{"type":"FRAME","id":"47:1126","name":"Frame 26","absoluteBoundingBox":{"x":1488.0,"y":6461.12890625,"width":186.66667175293,"height":918.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":6461.12890625,"width":186.66667175293,"height":918.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.66667175293,"y":918.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1127","47:1128"]},"37:143":{"type":"FRAME","id":"37:143","name":"Frame 290673","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":121.0,"height":2339.0},"isolatedAbsoluteRenderBounds":{"x":2430.0,"y":6399.708984375,"width":154.2509765625,"height":2339.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":121.0,"y":2339.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["36:1224","36:1245"]},"47:1128":{"type":"TEXT","id":"47:1128","name":"Supervisors lacked visibility into case progress across entities belonging to the same parent company. Operational efficiency and team performance had to be calculated manually, outside the platform. Identifying blockers within a project was difficult, increasing the risk of late-stage delays. Project metrics relied on manually updated case statuses, which were often outdated or inconsistent. Supervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details. Individual cases were rarely inspected unless surfaced by metrics or alerts.","absoluteBoundingBox":{"x":1488.0,"y":6499.12890625,"width":186.66667175293,"height":880.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":6503.62890625,"width":174.3056640625,"height":871.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.66667175293,"y":880.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors lacked visibility into case progress across entities belonging to the same parent company.\nOperational efficiency and team performance had to be calculated manually, outside the platform.\nIdentifying blockers within a project was difficult, increasing the risk of late-stage delays.\nProject metrics relied on manually updated case statuses, which were often outdated or inconsistent.\nSupervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details.\nIndividual cases were rarely inspected unless surfaced by metrics or alerts.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1049":{"type":"TEXT","id":"47:1049","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":184.0,"y":3985.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":3990.00439453125,"width":265.424438476562,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1122":{"type":"RECTANGLE","id":"47:1122","name":"Rectangle 4","absoluteBoundingBox":{"x":1488.0,"y":6379.12890625,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":6379.12890625,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2322.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1600":{"type":"TEXT","id":"47:1600","name":"Efficiency & Scale","absoluteBoundingBox":{"x":2392.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.26416015625,"y":7572.40673828125,"width":171.014892578125,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency & Scale","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1110":{"type":"FRAME","id":"47:1110","name":"Frame 31","absoluteBoundingBox":{"x":1488.0,"y":5449.12890625,"width":640.0,"height":890.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":5449.12890625,"width":640.0,"height":890.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1392.0]],"size":{"x":640.0,"y":890.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1111","47:1112"]},"47:1267":{"type":"FRAME","id":"47:1267","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":5652.4033203125,"width":295.0,"height":4251.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5652.4033203125,"width":295.0,"height":4251.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":4251.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1268","47:1270"]},"47:988":{"type":"FRAME","id":"47:988","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":4549.4033203125,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4549.4033203125,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:989"]},"47:1992":{"type":"RECTANGLE","id":"47:1992","name":"Rectangle 5","absoluteBoundingBox":{"x":1488.0,"y":9440.09765625,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9440.09765625,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,197.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2506":{"type":"FRAME","id":"48:2506","name":"Frame 290675","absoluteBoundingBox":{"x":2312.0,"y":15295.5478515625,"width":295.0,"height":618.757507324219},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15295.5478515625,"width":295.0,"height":618.757507324219},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1927.47912597656]],"size":{"x":295.0,"y":618.757507324219},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2507","48:2508"]},"47:1119":{"type":"FRAME","id":"47:1119","name":"Frame 28","absoluteBoundingBox":{"x":1941.33325195312,"y":5487.12890625,"width":186.666656494141,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":1941.33325195312,"y":5487.12890625,"width":186.666748046875,"height":500.0},"relativeTransform":[[1.0,0.0,453.333312988281],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1120","47:1121"]},"45:490":{"type":"TEXT","id":"45:490","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1120":{"type":"TEXT","id":"47:1120","name":"Insights","absoluteBoundingBox":{"x":1941.33325195312,"y":5487.12890625,"width":186.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1942.59741210938,"y":5490.75244140625,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:368":{"type":"RECTANGLE","id":"36:368","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":4173.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4173.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,306.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1117":{"type":"TEXT","id":"47:1117","name":"Edge Cases","absoluteBoundingBox":{"x":1714.66662597656,"y":5487.12890625,"width":186.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1715.93078613281,"y":5491.384765625,"width":112.391967773438,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:148":{"type":"FRAME","id":"11:148","name":"Frame 5","absoluteBoundingBox":{"x":1408.0,"y":810.0,"width":800.0,"height":6036.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":810.0,"width":800.0,"height":6036.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":800.0,"y":6036.0},"fills":[],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"INSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["16:425","18:428","18:433","11:160","18:779"]},"47:1113":{"type":"FRAME","id":"47:1113","name":"Frame 26","absoluteBoundingBox":{"x":1488.0,"y":5487.12890625,"width":186.66667175293,"height":852.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":5487.12890625,"width":186.66667175293,"height":852.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.66667175293,"y":852.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1114","47:1115"]},"47:1109":{"type":"RECTANGLE","id":"47:1109","name":"Rectangle 3","absoluteBoundingBox":{"x":1488.0,"y":5405.12890625,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":5405.12890625,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1348.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:781":{"type":"FRAME","id":"36:781","name":"Frame 290664","absoluteBoundingBox":{"x":2264.0,"y":4126.708984375,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":4126.708984375,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:782"]},"47:1980":{"type":"TEXT","id":"47:1980","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":9243.09765625,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.33312988281,"y":9248.916015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2489":{"type":"RECTANGLE","id":"48:2489","name":"image 26","absoluteBoundingBox":{"x":2312.0,"y":13368.068359375,"width":295.0,"height":186.423614501953},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13368.068359375,"width":295.0,"height":186.423828125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":186.423614501953},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"Annotation Tool screenshot","ariaAttributes":{},"interactions":[]},"47:1097":{"type":"FRAME","id":"47:1097","name":"Frame 32","absoluteBoundingBox":{"x":1488.0,"y":4057.12866210938,"width":640.0,"height":1308.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":4057.12866210938,"width":640.0,"height":1308.00024414062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":1308.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1098","47:1099"]},"47:1100":{"type":"FRAME","id":"47:1100","name":"Frame 26","absoluteBoundingBox":{"x":1488.0,"y":4095.12866210938,"width":186.66667175293,"height":1270.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":4095.12866210938,"width":186.66667175293,"height":1270.00024414062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.66667175293,"y":1270.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1101","47:1102"]},"47:1514":{"type":"FRAME","id":"47:1514","name":"Frame 290663","absoluteBoundingBox":{"x":1957.33325195312,"y":8516.09765625,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":8516.09765625,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,160.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1515"]},"47:1094":{"type":"FRAME","id":"47:1094","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":4014.12866210938,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":4014.12866210938,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1095"]},"47:1003":{"type":"RECTANGLE","id":"47:1003","name":"Rectangle 4","absoluteBoundingBox":{"x":2312.0,"y":5208.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5208.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1421":{"type":"FRAME","id":"47:1421","name":"Frame 27","absoluteBoundingBox":{"x":1888.0,"y":5166.708984375,"width":320.0,"height":258.0},"isolatedAbsoluteRenderBounds":{"x":1888.0,"y":5166.708984375,"width":320.0,"height":258.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":258.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1422","47:1423"]},"48:2783":{"type":"TEXT","id":"48:2783","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":1488.0,"y":14675.8544921875,"width":640.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":14680.150390625,"width":624.2177734375,"height":61.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1076":{"type":"TEXT","id":"36:1076","name":"“Don’t want to go back earlier ways of working with tool.”","absoluteBoundingBox":{"x":300.0,"y":8369.783203125,"width":480.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8374.0791015625,"width":477.475830078125,"height":17.5908203125},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Don’t want to go back earlier ways of working with tool.”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1095":{"type":"TEXT","id":"47:1095","name":"Key Behavioural Insights","absoluteBoundingBox":{"x":1488.0,"y":4014.12866210938,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":4018.67700195312,"width":282.908935546875,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Key Behavioural Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1651":{"type":"FRAME","id":"47:1651","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":11276.068359375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11276.068359375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,70.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1652"]},"48:2560":{"type":"FRAME","id":"48:2560","name":"Frame 290673","absoluteBoundingBox":{"x":144.0,"y":11361.09765625,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":11361.09765625,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,292.0]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2561","48:2562"]},"47:901":{"type":"FRAME","id":"47:901","name":"Frame 22","absoluteBoundingBox":{"x":1957.33325195312,"y":3410.12866210938,"width":170.666656494141,"height":232.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":3410.12866210938,"width":170.666748046875,"height":232.0},"relativeTransform":[[1.0,0.0,469.333312988281],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":232.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:902","47:903","47:904","47:905"]},"47:904":{"type":"RECTANGLE","id":"47:904","name":"Rectangle 3","absoluteBoundingBox":{"x":1957.33325195312,"y":3548.12866210938,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":3548.12866210938,"width":170.666748046875,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,138.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1753":{"type":"TEXT","id":"47:1753","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":7783.783203125,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.86010742188,"y":7789.24853515625,"width":40.7496337890625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"15:401":{"type":"TEXT","id":"15:401","name":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":224.0,"y":482.0,"width":960.0,"height":78.0},"isolatedAbsoluteRenderBounds":{"x":225.5,"y":488.636352539062,"width":884.579711914062,"height":69.9091186523438},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,78.0]],"size":{"x":960.0,"y":78.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1157":{"type":"TEXT","id":"36:1157","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8594.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8600.01953125,"width":170.606353759766,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:903":{"type":"TEXT","id":"47:903","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":1957.33325195312,"y":3458.12866210938,"width":170.666656494141,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1957.94689941406,"y":3462.62866210938,"width":133.692504882812,"height":61.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":170.666656494141,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:902":{"type":"TEXT","id":"47:902","name":"Validation","absoluteBoundingBox":{"x":1957.33325195312,"y":3410.12866210938,"width":170.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1957.80908203125,"y":3413.75219726562,"width":95.943115234375,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:892":{"type":"FRAME","id":"47:892","name":"Frame 23","absoluteBoundingBox":{"x":1722.66662597656,"y":3410.12866210938,"width":170.666656494141,"height":580.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":3410.12866210938,"width":170.666656494141,"height":580.0},"relativeTransform":[[1.0,0.0,234.66667175293],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":580.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:893","47:894","47:895","47:896","47:897","47:898","47:899","47:900"]},"47:1076":{"type":"RECTANGLE","id":"47:1076","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":4053.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4053.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:896":{"type":"TEXT","id":"47:896","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":1722.66662597656,"y":3622.12866210938,"width":170.666656494141,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1723.12683105469,"y":3626.62866210938,"width":165.23583984375,"height":83.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":170.666656494141,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2909":{"type":"TEXT","id":"48:2909","name":"Delivered engineering-ready Figma files ahead of sprint Worked one sprint ahead to de-risk complex workflows Used shared artefacts as a single source of truth Held design walkthroughs with engineering & QA Participated in design QA during development","absoluteBoundingBox":{"x":2392.0,"y":13425.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13429.875,"width":482.680419921875,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivered engineering-ready Figma files ahead of sprint\nWorked one sprint ahead to de-risk complex workflows\nUsed shared artefacts as a single source of truth\nHeld design walkthroughs with engineering & QA\nParticipated in design QA during development","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1835":{"type":"TEXT","id":"21:1835","name":"Edge Cases","absoluteBoundingBox":{"x":544.0,"y":5637.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":545.264221191406,"y":5641.96484375,"width":112.391906738281,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:894":{"type":"TEXT","id":"47:894","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":1722.66662597656,"y":3482.12866210938,"width":170.666656494141,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1723.2802734375,"y":3486.62866210938,"width":146.839477539062,"height":79.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":170.666656494141,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2069":{"type":"RECTANGLE","id":"47:2069","name":"Rectangle 6","absoluteBoundingBox":{"x":184.0,"y":8695.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8695.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,272.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:890":{"type":"RECTANGLE","id":"47:890","name":"Rectangle 4","absoluteBoundingBox":{"x":1488.0,"y":3734.12866210938,"width":170.66667175293,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":3734.12866210938,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,324.0]],"size":{"x":170.66667175293,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:552":{"type":"TEXT","id":"36:552","name":"Analyst-reported fatigue during long sessions","absoluteBoundingBox":{"x":920.0,"y":8059.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.460205078125,"y":8064.07861328125,"width":263.736450195312,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analyst-reported fatigue during long sessions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:887":{"type":"TEXT","id":"47:887","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":1488.0,"y":3482.12866210938,"width":170.66667175293,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1488.92041015625,"y":3486.85888671875,"width":166.586669921875,"height":82.95166015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":170.66667175293,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1424":{"type":"FRAME","id":"47:1424","name":"Frame 28","absoluteBoundingBox":{"x":2248.0,"y":5166.708984375,"width":320.0,"height":302.0},"isolatedAbsoluteRenderBounds":{"x":2248.0,"y":5166.708984375,"width":320.0,"height":302.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":302.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1425","47:1426"]},"47:1079":{"type":"TEXT","id":"47:1079","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":1896.0,"y":3841.708984375,"width":304.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":1896.47583007812,"y":3845.33251953125,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:886":{"type":"TEXT","id":"47:886","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1488.0,"y":3410.12866210938,"width":170.66667175293,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":1488.47583007812,"y":3413.75219726562,"width":104.260986328125,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.66667175293,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"19:923":{"type":"FRAME","id":"19:923","name":"Frame 14","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["19:924"]},"47:882":{"type":"FRAME","id":"47:882","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":3357.12866210938,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":3357.12866210938,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:883"]},"47:797":{"type":"RECTANGLE","id":"47:797","name":"image 3","absoluteBoundingBox":{"x":1488.0,"y":2898.052734375,"width":640.0,"height":435.076080322266},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":2898.052734375,"width":640.0,"height":435.076171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,441.052642822266]],"size":{"x":640.0,"y":435.076080322266},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for annotation tool","ariaAttributes":{},"interactions":[]},"45:269":{"type":"TEXT","id":"45:269","name":"Understanding the problem space","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3413.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:791":{"type":"FRAME","id":"47:791","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":2022.0,"width":640.0,"height":395.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":2022.0,"width":640.0,"height":395.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":395.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:792","47:794"]},"47:1414":{"type":"RECTANGLE","id":"47:1414","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":5084.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5084.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,732.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:792":{"type":"FRAME","id":"47:792","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":2022.0,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":2022.0,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:793"]},"48:2809":{"type":"TEXT","id":"48:2809","name":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity. Analysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it. Once the system behaved consistently and explained itself, adoption followed naturally. We learned that human-in-the-loop isn’t just adding a review step. It’s about redesigning the entire workflow so validation feels like supervision, not busywork.","absoluteBoundingBox":{"x":1488.0,"y":15678.8544921875,"width":640.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":15683.150390625,"width":622.0263671875,"height":193.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity.\nAnalysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it.\nOnce the system behaved consistently and explained itself, adoption followed naturally.\nWe learned that human-in-the-loop isn’t just adding a review step.\nIt’s about redesigning the entire workflow so validation feels like supervision, not busywork.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:793":{"type":"TEXT","id":"47:793","name":"Understanding the problem space","absoluteBoundingBox":{"x":1488.0,"y":2022.0,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":2026.54833984375,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:770":{"type":"FRAME","id":"47:770","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":1493.0,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":1493.0,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:771"]},"47:771":{"type":"TEXT","id":"47:771","name":"Role Context at FinTrU","absoluteBoundingBox":{"x":1488.0,"y":1493.0,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":1497.54833984375,"width":256.006225585938,"height":18.7073974609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Role Context at FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:453":{"type":"FRAME","id":"18:453","name":"Frame 5","absoluteBoundingBox":{"x":1488.0,"y":742.0,"width":640.0,"height":727.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":742.0,"width":640.0,"height":727.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,145.0]],"size":{"x":640.0,"y":727.0},"fills":[{"blendMode":"NORMAL","type":"GRADIENT_LINEAR","transform":[[-1.0,0.0,1.0],[0.0,-1.0,0.999999940395355]],"gradientStops":[{"color":{"r":0.61176472902298,"g":0.278431385755539,"b":0.627451002597809,"a":1.0},"position":0.0},{"color":{"r":0.113725490868092,"g":0.439215689897537,"b":0.713725507259369,"a":1.0},"position":1.0}],"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingRight":80.0,"paddingBottom":80.0,"paddingLeft":80.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:454","18:457","18:458","18:459"]},"18:454":{"type":"FRAME","id":"18:454","name":"Frame 6","absoluteBoundingBox":{"x":1568.0,"y":822.0,"width":480.0,"height":32.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":822.0,"width":480.0,"height":32.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,80.0]],"size":{"x":480.0,"y":32.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:455","18:456"]},"47:1791":{"type":"RECTANGLE","id":"47:1791","name":"Rectangle 3","absoluteBoundingBox":{"x":1722.66662597656,"y":8998.09765625,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":8998.09765625,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,138.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:456":{"type":"RECTANGLE","id":"18:456","name":"Rectangle 1","absoluteBoundingBox":{"x":1568.0,"y":852.0,"width":480.0,"height":2.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":852.0,"width":480.0,"height":2.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,30.0]],"size":{"x":480.0,"y":2.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1433":{"type":"TEXT","id":"47:1433","name":"Supervisors lacked visibility into case progress across entities belonging to the same parent company. Operational efficiency and team performance had to be calculated manually, outside the platform. Identifying blockers within a project was difficult, increasing the risk of late-stage delays. Project metrics relied on manually updated case statuses, which were often outdated or inconsistent. Supervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details. Individual cases were rarely inspected unless surfaced by metrics or alerts.","absoluteBoundingBox":{"x":1528.0,"y":5804.708984375,"width":320.0,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":5809.208984375,"width":299.800415039062,"height":453.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors lacked visibility into case progress across entities belonging to the same parent company.\nOperational efficiency and team performance had to be calculated manually, outside the platform.\nIdentifying blockers within a project was difficult, increasing the risk of late-stage delays.\nProject metrics relied on manually updated case statuses, which were often outdated or inconsistent.\nSupervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details.\nIndividual cases were rarely inspected unless surfaced by metrics or alerts.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:451":{"type":"FRAME","id":"18:451","name":"Frame 12","absoluteBoundingBox":{"x":1488.0,"y":660.0,"width":640.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":660.0,"width":640.0,"height":58.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,63.0]],"size":{"x":640.0,"y":58.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:452"]},"18:448":{"type":"FRAME","id":"18:448","name":"Frame 6","absoluteBoundingBox":{"x":1488.0,"y":597.0,"width":640.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":597.0,"width":640.0,"height":39.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:449"]},"48:3070":{"type":"FRAME","id":"48:3070","name":"Frame 290676","absoluteBoundingBox":{"x":1528.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":346.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:3071","48:3072","48:3075"]},"15:403":{"type":"FRAME","id":"15:403","name":"Frame 11","absoluteBoundingBox":{"x":1408.0,"y":340.0,"width":1280.0,"height":284.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":340.0,"width":1280.0,"height":284.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":1280.0,"y":284.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:404","15:405","15:408"]},"21:1854":{"type":"FRAME","id":"21:1854","name":"Frame 30","absoluteBoundingBox":{"x":2272.0,"y":4917.0,"width":2128.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":4917.0,"width":2128.0,"height":3855.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":2128.0,"y":3855.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"children":["21:1855","21:1858","21:1861"]},"11:213":{"type":"FRAME","id":"11:213","name":"Frame 7","absoluteBoundingBox":{"x":1408.0,"y":810.0,"width":800.0,"height":256.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":810.0,"width":800.0,"height":256.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,710.0]],"size":{"x":800.0,"y":256.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":120.0,"paddingLeft":120.0,"layoutMode":"HORIZONTAL","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["11:148","19:1056","19:917","20:1661","20:1305","20:1137","36:290","45:267","45:384","46:563","36:358","36:553","36:811","36:1221"]},"48:2910":{"type":"FRAME","id":"48:2910","name":"Frame 31","absoluteBoundingBox":{"x":2392.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,658.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2911","48:2912"]},"47:1974":{"type":"FRAME","id":"47:1974","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":9190.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9190.09765625,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1975"]},"47:2269":{"type":"TEXT","id":"47:2269","name":"Case Management Case information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst.","absoluteBoundingBox":{"x":1488.0,"y":10940.3193359375,"width":640.0,"height":154.0},"isolatedAbsoluteRenderBounds":{"x":1488.5625,"y":10945.0498046875,"width":636.378173828125,"height":148.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":154.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Case Management\nCase information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"42:275":{"type":"FRAME","id":"42:275","name":"Frame 290674","absoluteBoundingBox":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":2339.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["42:276","42:310"]},"47:1560":{"type":"FRAME","id":"47:1560","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1561"]},"47:2265":{"type":"TEXT","id":"47:2265","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":10302.5419921875,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":10305.8681640625,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1851":{"type":"FRAME","id":"47:1851","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":315.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1852","47:1854"]},"42:276":{"type":"FRAME","id":"42:276","name":"Frame 290673","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":126.0,"height":2317.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":6399.708984375,"width":154.2509765625,"height":2317.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":126.0,"y":2317.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["42:277","44:163"]},"44:163":{"type":"FRAME","id":"44:163","name":"Frame 4","absoluteBoundingBox":{"x":2447.0,"y":8674.708984375,"width":126.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":8674.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2275.0]],"size":{"x":126.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["44:164"]},"47:1000":{"type":"TEXT","id":"47:1000","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":2312.0,"y":5044.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":5048.69873046875,"width":244.631103515625,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"44:164":{"type":"TEXT","id":"44:164","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2432.5,"y":8686.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":8690.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-14.5],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"45:397":{"type":"FRAME","id":"45:397","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:398"]},"37:154":{"type":"FRAME","id":"37:154","name":"Frame 290673","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":126.0,"height":2317.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":6399.708984375,"width":154.2509765625,"height":2317.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":126.0,"y":2317.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["37:155","37:193"]},"36:1237":{"type":"FRAME","id":"36:1237","name":"Frame 290672","absoluteBoundingBox":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.708984375,"width":1056.2509765625,"height":2339.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":2339.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["36:1233","37:143"]},"47:1057":{"type":"RECTANGLE","id":"47:1057","name":"Rectangle 4","absoluteBoundingBox":{"x":552.0,"y":4077.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":4077.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2223":{"type":"FRAME","id":"47:2223","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8370.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2224"]},"48:2794":{"type":"TEXT","id":"48:2794","name":"Delivery","absoluteBoundingBox":{"x":1488.0,"y":15097.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.26416015625,"y":15101.478515625,"width":78.6519775390625,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1245":{"type":"FRAME","id":"36:1245","name":"Frame 3","absoluteBoundingBox":{"x":2447.0,"y":8696.708984375,"width":121.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2430.0,"y":8696.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2297.0]],"size":{"x":121.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:1246"]},"47:1285":{"type":"TEXT","id":"47:1285","name":"Reviewers","absoluteBoundingBox":{"x":2312.0,"y":7331.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":7335.02685546875,"width":98.995849609375,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewers","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1518":{"type":"FRAME","id":"47:1518","name":"Frame 290664","absoluteBoundingBox":{"x":1957.33325195312,"y":8681.09765625,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":8681.09765625,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,325.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1519"]},"36:1246":{"type":"TEXT","id":"36:1246","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2430.0,"y":8708.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2430.0,"y":8712.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-17.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1233":{"type":"RECTANGLE","id":"36:1233","name":"image 26","absoluteBoundingBox":{"x":1528.0,"y":6399.708984375,"width":905.0,"height":572.0},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.708984375,"width":905.0,"height":572.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":905.0,"y":572.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:784":{"type":"TEXT","id":"47:784","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":184.0,"y":1607.0,"width":1040.0,"height":330.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":1611.29541015625,"width":1029.67333984375,"height":321.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":330.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1222":{"type":"FRAME","id":"36:1222","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":6356.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6356.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:1223"]},"47:1413":{"type":"TEXT","id":"47:1413","name":"Reducing context switching has a greater impact than speeding up individual actions. Analysts need support maintaining case context across documents, not just faster annotation tools. AI is most effective when it supports validation rather than replacing judgement.","absoluteBoundingBox":{"x":2248.0,"y":4428.708984375,"width":320.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":2258.6875,"y":4433.208984375,"width":306.4326171875,"height":193.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reducing context switching has a greater impact than speeding up individual actions.\nAnalysts need support maintaining case context across documents, not just faster annotation tools.\nAI is most effective when it supports validation rather than replacing judgement.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1223":{"type":"TEXT","id":"36:1223","name":"Before-After Workflow","absoluteBoundingBox":{"x":1528.0,"y":6356.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":6361.43603515625,"width":262.571533203125,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"42:308":{"type":"RECTANGLE","id":"42:308","name":"image 9","absoluteBoundingBox":{"x":184.0,"y":9511.783203125,"width":400.0,"height":278.0},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9511.783203125,"width":400.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":278.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"model settings screenshot","ariaAttributes":{},"interactions":[]},"36:811":{"type":"FRAME","id":"36:811","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":256.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":256.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":1040.0,"y":256.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["36:812"]},"36:815":{"type":"FRAME","id":"36:815","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:816"]},"36:1189":{"type":"FRAME","id":"36:1189","name":"Frame 290671","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1190","36:1192"]},"36:1192":{"type":"TEXT","id":"36:1192","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1693.0,"y":4063.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1694.07385253906,"y":4068.43920898438,"width":237.927368164062,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1191":{"type":"TEXT","id":"36:1191","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":4063.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":4069.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"15:361":{"type":"TEXT","id":"15:361","name":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":1488.0,"y":342.0,"width":640.0,"height":117.0},"isolatedAbsoluteRenderBounds":{"x":1489.5,"y":348.636352539062,"width":606.3583984375,"height":108.909088134766},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,78.0]],"size":{"x":640.0,"y":117.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1160":{"type":"FRAME","id":"36:1160","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1161"]},"48:2782":{"type":"TEXT","id":"48:2782","name":"Product Management","absoluteBoundingBox":{"x":1488.0,"y":14647.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.26416015625,"y":14652.30859375,"width":207.62353515625,"height":18.8642578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product Management","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1161":{"type":"TEXT","id":"36:1161","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":4063.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":4069.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1131":{"type":"FRAME","id":"36:1131","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1132"]},"36:1103":{"type":"TEXT","id":"36:1103","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":4063.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":4069.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1077":{"type":"FRAME","id":"36:1077","name":"Frame 290667","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1078","36:1080"]},"36:591":{"type":"TEXT","id":"36:591","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":2733.33325195312,"y":4004.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2733.79345703125,"y":4009.208984375,"width":265.775390625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:406":{"type":"TEXT","id":"15:406","name":"Vinatha Babyprakash","absoluteBoundingBox":{"x":1568.0,"y":404.0,"width":960.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":1569.17614746094,"y":413.403411865234,"width":486.056518554688,"height":46.4147644042969},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Vinatha Babyprakash","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":48.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.24,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":58.0909080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1078":{"type":"FRAME","id":"36:1078","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1079"]},"36:1079":{"type":"TEXT","id":"36:1079","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":4063.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":4069.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"20:1338":{"type":"TEXT","id":"20:1338","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":184.0,"y":3856.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":3861.00439453125,"width":265.424438476562,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1065":{"type":"FRAME","id":"36:1065","name":"Frame 290666","absoluteBoundingBox":{"x":1528.0,"y":3923.708984375,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3923.708984375,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1066","36:1068"]},"48:2733":{"type":"FRAME","id":"48:2733","name":"Frame 27","absoluteBoundingBox":{"x":2312.0,"y":16432.3046875,"width":295.0,"height":414.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":16432.3046875,"width":295.0,"height":414.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,534.0]],"size":{"x":295.0,"y":414.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2734","48:2735"]},"47:1437":{"type":"FRAME","id":"47:1437","name":"Frame 28","absoluteBoundingBox":{"x":2248.0,"y":5766.708984375,"width":320.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":2248.0,"y":5766.708984375,"width":320.0,"height":324.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1438","47:1439"]},"36:1068":{"type":"TEXT","id":"36:1068","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1693.0,"y":3923.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1694.07385253906,"y":3928.43920898438,"width":237.927368164062,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1296":{"type":"RECTANGLE","id":"47:1296","name":"Rectangle 4","absoluteBoundingBox":{"x":2312.0,"y":8637.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":8637.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2942.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"37:161":{"type":"TEXT","id":"37:161","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":46.0,"height":3476.0},"isolatedAbsoluteRenderBounds":{"x":3311.38354492188,"y":6373.00439453125,"width":44.46728515625,"height":3467.90869140625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":46.0,"y":3476.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"20:1380":{"type":"TEXT","id":"20:1380","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1762":{"type":"TEXT","id":"47:1762","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1908.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1908.55676269531,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1269":{"type":"TEXT","id":"47:1269","name":"Key Behavioural Insights","absoluteBoundingBox":{"x":2312.0,"y":5652.4033203125,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":5656.95166015625,"width":282.908935546875,"height":23.63330078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Key Behavioural Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:181":{"type":"TEXT","id":"45:181","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":126.0,"height":1342.0},"isolatedAbsoluteRenderBounds":{"x":2447.38354492188,"y":6404.00439453125,"width":124.447021484375,"height":1333.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":126.0,"y":1342.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1307":{"type":"TEXT","id":"47:1307","name":"Insights","absoluteBoundingBox":{"x":2312.0,"y":9557.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":9561.02734375,"width":76.068603515625,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1181":{"type":"RECTANGLE","id":"36:1181","name":"Rectangle 7","absoluteBoundingBox":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:1056":{"type":"FRAME","id":"36:1056","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8294.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8294.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1057"]},"47:895":{"type":"RECTANGLE","id":"47:895","name":"Rectangle 3","absoluteBoundingBox":{"x":1722.66662597656,"y":3594.12866210938,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":3594.12866210938,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,184.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2943":{"type":"TEXT","id":"48:2943","name":"Embedded regulatory requirements into interaction design Negotiated review checkpoints and mandatory confirmations","absoluteBoundingBox":{"x":2312.0,"y":18365.083984375,"width":295.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":18369.9921875,"width":277.06640625,"height":104.7734375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":295.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Embedded regulatory requirements into interaction design\nNegotiated review checkpoints and mandatory confirmations","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1067":{"type":"TEXT","id":"36:1067","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":3923.708984375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.55676269531,"y":3928.94555664062,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2200":{"type":"TEXT","id":"47:2200","name":"“Don’t want to go back earlier ways of working with tool.”","absoluteBoundingBox":{"x":300.0,"y":8498.783203125,"width":480.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8503.0791015625,"width":477.475830078125,"height":17.5908203125},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Don’t want to go back earlier ways of working with tool.”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1122":{"type":"RECTANGLE","id":"36:1122","name":"Rectangle 5","absoluteBoundingBox":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:294":{"type":"FRAME","id":"36:294","name":"Frame 21","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":1098.453125},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":960.0,"y":1098.453125},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["36:295","36:297","36:303"]},"36:553":{"type":"FRAME","id":"36:553","name":"Frame 23","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":256.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":256.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":1040.0,"y":256.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["36:554"]},"20:1144":{"type":"FRAME","id":"20:1144","name":"Frame 14","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":960.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1145"]},"20:1750":{"type":"TEXT","id":"20:1750","name":"Locating documents assigned for review was slow and required unnecessary navigation. Providing review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions. While reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming. Reviewers focused on identifying exceptions rather than rechecking completeness. Pattern recognition and rapid visual scanning were the primary review strategies.","absoluteBoundingBox":{"x":184.0,"y":5075.708984375,"width":320.0,"height":440.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":5080.00439453125,"width":302.864318847656,"height":435.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":440.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Locating documents assigned for review was slow and required unnecessary navigation.\nProviding review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions.\nWhile reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming.\nReviewers focused on identifying exceptions rather than rechecking completeness.\nPattern recognition and rapid visual scanning were the primary review strategies.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1398":{"type":"FRAME","id":"47:1398","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":1957.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1399","47:1401"]},"36:554":{"type":"FRAME","id":"36:554","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:555","36:557"]},"47:1067":{"type":"FRAME","id":"47:1067","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":3788.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3788.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":457.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1068","47:1070"]},"15:374":{"type":"TEXT","id":"15:374","name":"Vinatha Babyprakash","absoluteBoundingBox":{"x":224.0,"y":404.0,"width":960.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":225.176132202148,"y":413.403411865234,"width":486.056396484375,"height":46.4147644042969},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Vinatha Babyprakash","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":48.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.24,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":58.0909080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2707":{"type":"TEXT","id":"48:2707","name":"My Role","absoluteBoundingBox":{"x":184.0,"y":10530.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":10535.2373046875,"width":74.6343841552734,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"My Role","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:557":{"type":"FRAME","id":"36:557","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:558","36:565","36:570"]},"36:532":{"type":"FRAME","id":"36:532","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":7862.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7862.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":315.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:533","36:535"]},"18:455":{"type":"TEXT","id":"18:455","name":"CASE STUDY","absoluteBoundingBox":{"x":1568.0,"y":822.0,"width":480.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1568.79895019531,"y":824.941772460938,"width":95.9549560546875,"height":11.2233276367188},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"CASE STUDY","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":15.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.15,"letterSpacingValue":1.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.1534080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:570":{"type":"FRAME","id":"36:570","name":"Frame 22","absoluteBoundingBox":{"x":2264.0,"y":3867.708984375,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":3867.708984375,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:571","36:572","36:573","36:574"]},"36:573":{"type":"RECTANGLE","id":"36:573","name":"Rectangle 3","absoluteBoundingBox":{"x":2264.0,"y":3983.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":3983.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2946":{"type":"TEXT","id":"48:2946","name":"Delivered engineering-ready Figma files ahead of sprint Worked one sprint ahead to de-risk complex workflows Used shared artefacts as a single source of truth Held design walkthroughs with engineering & QA Participated in design QA during development","absoluteBoundingBox":{"x":2312.0,"y":18527.083984375,"width":295.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":18531.583984375,"width":282.235595703125,"height":215.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":295.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivered engineering-ready Figma files ahead of sprint\nWorked one sprint ahead to de-risk complex workflows\nUsed shared artefacts as a single source of truth\nHeld design walkthroughs with engineering & QA\nParticipated in design QA during development","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1736":{"type":"RECTANGLE","id":"47:1736","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":7731.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7731.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:572":{"type":"TEXT","id":"36:572","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":2264.0,"y":3915.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2265.38061523438,"y":3920.208984375,"width":267.8291015625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:565":{"type":"FRAME","id":"36:565","name":"Frame 23","absoluteBoundingBox":{"x":1896.0,"y":3867.708984375,"width":304.0,"height":280.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":3867.708984375,"width":304.0,"height":280.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":280.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:566","36:567","36:568","36:720","36:569","36:715"]},"47:849":{"type":"TEXT","id":"47:849","name":"Understanding the problem space","absoluteBoundingBox":{"x":2312.0,"y":3306.0,"width":295.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":2313.44897460938,"y":3310.54833984375,"width":215.624755859375,"height":52.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:566":{"type":"TEXT","id":"36:566","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":1896.0,"y":3867.708984375,"width":304.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":1896.47583007812,"y":3871.33251953125,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:558":{"type":"FRAME","id":"36:558","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":304.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3867.708984375,"width":304.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:559","36:560","36:561","36:562","36:563","36:564"]},"36:564":{"type":"TEXT","id":"36:564","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":1528.0,"y":4107.708984375,"width":304.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1528.86926269531,"y":4112.00439453125,"width":244.259399414062,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":304.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:355":{"type":"FRAME","id":"15:355","name":"Frame 11","absoluteBoundingBox":{"x":184.0,"y":340.0,"width":1040.0,"height":131.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":340.0,"width":1040.0,"height":131.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":131.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:341","15:347"]},"36:555":{"type":"FRAME","id":"36:555","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:556"]},"36:715":{"type":"TEXT","id":"36:715","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":1896.0,"y":4103.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.46020507812,"y":4108.208984375,"width":265.775390625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:358":{"type":"FRAME","id":"36:358","name":"Frame 22","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":256.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":500.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":1040.0,"y":256.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["36:359"]},"47:1081":{"type":"RECTANGLE","id":"47:1081","name":"Rectangle 3","absoluteBoundingBox":{"x":1896.0,"y":3981.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":3981.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1511":{"type":"FRAME","id":"47:1511","name":"Frame 22","absoluteBoundingBox":{"x":1957.33325195312,"y":8356.09765625,"width":170.666656494141,"height":348.0},"isolatedAbsoluteRenderBounds":{"x":1957.33325195312,"y":8356.09765625,"width":170.666748046875,"height":348.0},"relativeTransform":[[1.0,0.0,469.333312988281],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":348.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1512","47:1513","47:1514","47:1516","47:1517","47:1518"]},"37:142":{"type":"FRAME","id":"37:142","name":"Frame 290673","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":41.0,"height":4869.0},"isolatedAbsoluteRenderBounds":{"x":3254.0,"y":6368.708984375,"width":154.2509765625,"height":4869.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":41.0,"y":4869.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["36:1229","36:1249"]},"36:782":{"type":"TEXT","id":"36:782","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2276.0,"y":4126.708984375,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2276.7109375,"y":4132.17431640625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2335":{"type":"TEXT","id":"47:2335","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":9816.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":9820.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2614":{"type":"FRAME","id":"48:2614","name":"Frame 290673","absoluteBoundingBox":{"x":64.0,"y":3629.49194335938,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":3629.49194335938,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,592.728210449219]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2615","48:2616"]},"36:383":{"type":"TEXT","id":"36:383","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":2264.0,"y":4058.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2264.92041015625,"y":4063.00439453125,"width":294.759765625,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:773":{"type":"TEXT","id":"36:773","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2276.0,"y":3983.708984375,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2276.67602539062,"y":3989.17407226562,"width":38.076171875,"height":10.887939453125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:381":{"type":"TEXT","id":"36:381","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":2264.0,"y":3915.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2265.38061523438,"y":3920.208984375,"width":267.8291015625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:763":{"type":"FRAME","id":"36:763","name":"Frame 290664","absoluteBoundingBox":{"x":1896.0,"y":4150.708984375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":4150.708984375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,283.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:764"]},"36:797":{"type":"RECTANGLE","id":"36:797","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":8416.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8416.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:745":{"type":"FRAME","id":"36:745","name":"Frame 290665","absoluteBoundingBox":{"x":1528.0,"y":4291.708984375,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4291.708984375,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,424.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:746"]},"36:374":{"type":"TEXT","id":"36:374","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":1896.0,"y":4082.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.46020507812,"y":4087.208984375,"width":265.775390625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:485":{"type":"FRAME","id":"45:485","name":"Frame 30","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:486","45:487"]},"36:373":{"type":"RECTANGLE","id":"36:373","name":"Rectangle 3","absoluteBoundingBox":{"x":1896.0,"y":4054.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":4054.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,187.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2254":{"type":"TEXT","id":"47:2254","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":8798.783203125,"width":125.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.70593261719,"y":8804.01953125,"width":123.549072265625,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":125.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2798":{"type":"TEXT","id":"48:2798","name":"Maintained human sign-off at high-risk points Added explanations instead of hiding uncertainty Pushed for configurable workflows instead of bespoke solutions Phased advanced features without compromising core workflows","absoluteBoundingBox":{"x":1488.0,"y":15287.8544921875,"width":640.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":15292.150390625,"width":565.1943359375,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Maintained human sign-off at high-risk points\nAdded explanations instead of hiding uncertainty\nPushed for configurable workflows instead of bespoke solutions\nPhased advanced features without compromising core workflows","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1598":{"type":"FRAME","id":"47:1598","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":7568.783203125,"width":1040.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7568.783203125,"width":1040.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1599","47:1612","47:1621"]},"36:1165":{"type":"TEXT","id":"36:1165","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":4032.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":4038.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1151":{"type":"RECTANGLE","id":"36:1151","name":"Rectangle 6","absoluteBoundingBox":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:754":{"type":"FRAME","id":"36:754","name":"Frame 290663","absoluteBoundingBox":{"x":1896.0,"y":4007.708984375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":4007.708984375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:755"]},"20:1314":{"type":"TEXT","id":"20:1314","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2960.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2959.38647460938,"y":922.548278808594,"width":143.480224609375,"height":3875.70751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1313":{"type":"TEXT","id":"20:1313","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":2432.0,"y":842.0,"width":640.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2434.87646484375,"y":849.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:755":{"type":"TEXT","id":"36:755","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1908.0,"y":4007.708984375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1908.55676269531,"y":4012.94555664062,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1088":{"type":"TEXT","id":"47:1088","name":"Validation","absoluteBoundingBox":{"x":2264.0,"y":3841.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2264.47583007812,"y":3845.33251953125,"width":95.943115234375,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:481":{"type":"FRAME","id":"18:481","name":"Frame 5","absoluteBoundingBox":{"x":64.0,"y":900.0,"width":1280.0,"height":534.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":900.0,"width":1280.0,"height":534.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":1280.0,"y":534.0},"fills":[{"blendMode":"NORMAL","type":"GRADIENT_LINEAR","transform":[[-1.0,0.0,1.0],[0.0,-1.0,0.999999940395355]],"gradientStops":[{"color":{"r":0.61176472902298,"g":0.278431385755539,"b":0.627451002597809,"a":1.0},"position":0.0},{"color":{"r":0.113725490868092,"g":0.439215689897537,"b":0.713725507259369,"a":1.0},"position":1.0}],"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingRight":160.0,"paddingBottom":80.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:482","18:485","18:486","18:487"]},"47:1991":{"type":"TEXT","id":"47:1991","name":"“I feel more confident to handle complex cases”","absoluteBoundingBox":{"x":1604.0,"y":9393.09765625,"width":401.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1604.86926269531,"y":9397.3935546875,"width":398.9072265625,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":401.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I feel more confident to handle complex cases”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1211":{"type":"FRAME","id":"47:1211","name":"Frame 33","absoluteBoundingBox":{"x":64.0,"y":2202.708984375,"width":1040.0,"height":538.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":2202.708984375,"width":1040.0,"height":538.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1376.0]],"size":{"x":1040.0,"y":538.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1212","47:1213"]},"36:764":{"type":"TEXT","id":"36:764","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1908.0,"y":4150.708984375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1908.55676269531,"y":4155.9453125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:371":{"type":"TEXT","id":"36:371","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":1896.0,"y":3867.708984375,"width":304.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":1896.47583007812,"y":3871.33251953125,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:897":{"type":"RECTANGLE","id":"47:897","name":"Rectangle 4","absoluteBoundingBox":{"x":1722.66662597656,"y":3734.12866210938,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":3734.12866210938,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,324.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:363":{"type":"FRAME","id":"36:363","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":304.0,"height":447.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3867.708984375,"width":304.0,"height":447.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":447.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:364","36:365","36:727","36:366","36:367","36:736","36:368","36:369","36:745"]},"15:408":{"type":"RECTANGLE","id":"15:408","name":"Rectangle 3","absoluteBoundingBox":{"x":1568.0,"y":620.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":620.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,280.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:746":{"type":"TEXT","id":"36:746","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":4291.708984375,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.72583007812,"y":4297.0498046875,"width":71.7586669921875,"height":11.01220703125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1403":{"type":"TEXT","id":"47:1403","name":"Analysts","absoluteBoundingBox":{"x":1528.0,"y":4352.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1528.47583007812,"y":4357.16357421875,"width":84.3958740234375,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:736":{"type":"FRAME","id":"36:736","name":"Frame 290664","absoluteBoundingBox":{"x":1528.0,"y":4126.708984375,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4126.708984375,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:737"]},"48:2586":{"type":"FRAME","id":"48:2586","name":"Frame 290674","absoluteBoundingBox":{"x":1488.0,"y":11069.09765625,"width":640.0,"height":498.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11069.09765625,"width":640.0,"height":498.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1174.0]],"size":{"x":640.0,"y":498.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2587","48:2588"]},"36:737":{"type":"TEXT","id":"36:737","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":4126.708984375,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.86010742188,"y":4132.17431640625,"width":40.7496337890625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"18:503":{"type":"FRAME","id":"18:503","name":"Frame 2","absoluteBoundingBox":{"x":2312.0,"y":792.0,"width":295.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":792.0,"width":295.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:504"]},"20:1777":{"type":"TEXT","id":"20:1777","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":3440.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":4917.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1132":{"type":"FRAME","id":"20:1132","name":"Frame 18","absoluteBoundingBox":{"x":184.0,"y":1872.0,"width":1040.0,"height":1723.70910644531},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1872.0,"width":1040.0,"height":1723.70910644531},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,1217.0]],"size":{"x":1040.0,"y":1723.70910644531},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["20:1133","20:1298"]},"48:3013":{"type":"TEXT","id":"48:3013","name":"Engineering & Architecture","absoluteBoundingBox":{"x":184.0,"y":13087.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13091.203125,"width":259.5703125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Engineering & Architecture","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1422":{"type":"TEXT","id":"47:1422","name":"Edge Cases","absoluteBoundingBox":{"x":1888.0,"y":5166.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1889.26416015625,"y":5170.96484375,"width":112.391967773438,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:367":{"type":"TEXT","id":"36:367","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":1528.0,"y":4058.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.38354492188,"y":4063.00439453125,"width":265.424438476562,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:823":{"type":"RECTANGLE","id":"47:823","name":"image 3","absoluteBoundingBox":{"x":2392.0,"y":3017.71044921875,"width":1040.0,"height":706.998596191406},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3017.71044921875,"width":1040.0,"height":706.99853515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,691.710510253906]],"size":{"x":1040.0,"y":706.998596191406},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for annotation tool","ariaAttributes":{},"interactions":[]},"36:366":{"type":"RECTANGLE","id":"36:366","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":4030.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4030.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1649":{"type":"TEXT","id":"47:1649","name":"Accuracy & Compliance","absoluteBoundingBox":{"x":2312.0,"y":11206.068359375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2312.47583007812,"y":11209.6923828125,"width":229.628173828125,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accuracy & Compliance","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:728":{"type":"TEXT","id":"36:728","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":3983.708984375,"width":121.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.2734375,"y":3988.94555664062,"width":119.632690429688,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":121.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"weekly appraisals","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2807":{"type":"FRAME","id":"48:2807","name":"Frame 26","absoluteBoundingBox":{"x":1488.0,"y":15650.8544921875,"width":640.0,"height":226.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15650.8544921875,"width":640.0,"height":226.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,112.0]],"size":{"x":640.0,"y":226.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2808","48:2809"]},"47:2078":{"type":"TEXT","id":"47:2078","name":"“A noticeable change and stronger alignment with regulatory expectations”","absoluteBoundingBox":{"x":365.0,"y":8798.783203125,"width":630.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":365.869323730469,"y":8803.283203125,"width":627.666870117188,"height":17.38671875},"relativeTransform":[[1.0,0.0,181.0],[0.0,1.0,0.0]],"size":{"x":630.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“A noticeable change and stronger alignment with regulatory expectations”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:364":{"type":"TEXT","id":"36:364","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3871.33251953125,"width":191.608520507812,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:360":{"type":"FRAME","id":"36:360","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:361"]},"18:452":{"type":"TEXT","id":"18:452","name":"Here is a sample of user-centric design projects I’ve worked on.","absoluteBoundingBox":{"x":1488.0,"y":660.0,"width":640.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":1488.69885253906,"y":664.727294921875,"width":585.782836914062,"height":47.5369262695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Here is a sample of user-centric design projects I’ve worked on.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:361":{"type":"TEXT","id":"36:361","name":"Research & Discovery","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3819.25732421875,"width":251.098510742188,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1102":{"type":"TEXT","id":"47:1102","name":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory. Workflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching. Manual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents. Repetitive cross-checking and document matching increased fatigue, with error rates rising later in the day. Analysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure. When AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","absoluteBoundingBox":{"x":1488.0,"y":4133.12890625,"width":186.66667175293,"height":1232.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":4138.0380859375,"width":174.224609375,"height":1226.7724609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.66667175293,"y":1232.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory.\nWorkflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching.\nManual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents.\nRepetitive cross-checking and document matching increased fatigue, with error rates rising later in the day.\nAnalysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure.\nWhen AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:566":{"type":"FRAME","id":"46:566","name":"Frame 290676","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":324.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":1040.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","counterAxisSizingMode":"FIXED","children":["46:567","46:570","46:588"]},"46:571":{"type":"TEXT","id":"46:571","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1738":{"type":"FRAME","id":"20:1738","name":"Frame 28","absoluteBoundingBox":{"x":3440.0,"y":974.0,"width":960.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":974.0,"width":960.0,"height":3855.0},"relativeTransform":[[1.0,0.0,1168.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3855.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1719","20:1720"]},"48:2774":{"type":"RECTANGLE","id":"48:2774","name":"image 27","absoluteBoundingBox":{"x":1528.0,"y":10898.783203125,"width":1040.0,"height":817.535217285156},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":10898.783203125,"width":1040.0,"height":817.53515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,491.0]],"size":{"x":1040.0,"y":817.535217285156},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:898":{"type":"TEXT","id":"47:898","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":1722.66662597656,"y":3762.12866210938,"width":170.666656494141,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1723.12683105469,"y":3766.62866210938,"width":165.23583984375,"height":83.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,352.0]],"size":{"x":170.666656494141,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:428":{"type":"TEXT","id":"18:428","name":"Selected Work","absoluteBoundingBox":{"x":1408.0,"y":810.0,"width":800.0,"height":5632.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":810.0,"width":800.0,"height":5632.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":800.0,"y":5632.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:813":{"type":"FRAME","id":"36:813","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:814"]},"21:1828":{"type":"FRAME","id":"21:1828","name":"Frame 33","absoluteBoundingBox":{"x":184.0,"y":5599.708984375,"width":1040.0,"height":538.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5599.708984375,"width":1040.0,"height":538.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1376.0]],"size":{"x":1040.0,"y":538.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["21:1829","21:1830"]},"46:564":{"type":"FRAME","id":"46:564","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["46:565"]},"45:260":{"type":"FRAME","id":"45:260","name":"Frame 3","absoluteBoundingBox":{"x":3311.0,"y":10777.708984375,"width":46.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":10777.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,4409.0]],"size":{"x":46.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:261"]},"45:384":{"type":"FRAME","id":"45:384","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07409667969},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07409667969},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":1040.0,"y":1165.07409667969},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:385","46:500"]},"46:523":{"type":"FRAME","id":"46:523","name":"Frame 32","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:524","46:525"]},"47:1602":{"type":"FRAME","id":"47:1602","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1603"]},"48:2583":{"type":"TEXT","id":"48:2583","name":"Case Management Case information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst.","absoluteBoundingBox":{"x":1488.0,"y":10777.09765625,"width":640.0,"height":154.0},"isolatedAbsoluteRenderBounds":{"x":1488.5625,"y":10781.828125,"width":636.378173828125,"height":148.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":154.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Case Management\nCase information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2246":{"type":"RECTANGLE","id":"47:2246","name":"Rectangle 6","absoluteBoundingBox":{"x":1528.0,"y":8695.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8695.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,272.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"46:508":{"type":"TEXT","id":"46:508","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:507":{"type":"TEXT","id":"46:507","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2272":{"type":"FRAME","id":"47:2272","name":"Frame 290674","absoluteBoundingBox":{"x":1488.0,"y":11232.3203125,"width":640.0,"height":664.444458007812},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11232.3203125,"width":640.0,"height":664.444458007812},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1524.22216796875]],"size":{"x":640.0,"y":664.444458007812},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:2273","47:2274"]},"45:486":{"type":"TEXT","id":"45:486","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1098":{"type":"TEXT","id":"47:1098","name":"Analysts","absoluteBoundingBox":{"x":1488.0,"y":4057.12866210938,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1488.47583007812,"y":4061.58325195312,"width":84.3958740234375,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:468":{"type":"FRAME","id":"45:468","name":"Frame 29","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:469","45:470"]},"15:336":{"type":"RECTANGLE","id":"15:336","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":531.0,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":531.0,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,191.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:469":{"type":"TEXT","id":"45:469","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2806":{"type":"TEXT","id":"48:2806","name":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","absoluteBoundingBox":{"x":1488.0,"y":15538.8544921875,"width":640.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1488.86926269531,"y":15543.150390625,"width":585.202270507812,"height":79.908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1474":{"type":"FRAME","id":"47:1474","name":"Frame 21","absoluteBoundingBox":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,5546.708984375]],"size":{"x":1040.0,"y":1121.07409667969},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1475","47:1477","47:1478"]},"45:451":{"type":"FRAME","id":"45:451","name":"Frame 28","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:452","45:453"]},"48:2486":{"type":"TEXT","id":"48:2486","name":"Interaction Design Portfolios","absoluteBoundingBox":{"x":2312.0,"y":13296.068359375,"width":295.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":13300.6162109375,"width":210.6787109375,"height":47.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Interaction Design Portfolios","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:453":{"type":"TEXT","id":"45:453","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:563":{"type":"RECTANGLE","id":"36:563","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":4079.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4079.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2687":{"type":"RECTANGLE","id":"48:2687","name":"image 28","absoluteBoundingBox":{"x":1488.0,"y":13791.9248046875,"width":640.0,"height":654.929565429688},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":13791.9248046875,"width":640.0,"height":654.9296875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1030.0986328125]],"size":{"x":640.0,"y":654.929565429688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"design system snapshots","ariaAttributes":{},"interactions":[]},"45:452":{"type":"TEXT","id":"45:452","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1621":{"type":"FRAME","id":"47:1621","name":"Frame 22","absoluteBoundingBox":{"x":3128.0,"y":7568.783203125,"width":304.0,"height":282.0},"isolatedAbsoluteRenderBounds":{"x":3128.0,"y":7568.783203125,"width":304.0,"height":282.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":282.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1622","47:1623","47:1624","47:1626","47:1627","47:1628"]},"36:1101":{"type":"FRAME","id":"36:1101","name":"Frame 290668","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1102","36:1104"]},"47:1423":{"type":"TEXT","id":"47:1423","name":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale. Manual rework loops resulted in poor traceability and limited audit visibility. High-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","absoluteBoundingBox":{"x":1888.0,"y":5204.708984375,"width":320.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":1898.6875,"y":5209.208984375,"width":307.799072265625,"height":215.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale.\nManual rework loops resulted in poor traceability and limited audit visibility.\nHigh-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:391":{"type":"FRAME","id":"45:391","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:392","45:393"]},"45:393":{"type":"TEXT","id":"45:393","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:388":{"type":"FRAME","id":"45:388","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":82.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":82.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":82.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:389","45:390"]},"47:1011":{"type":"TEXT","id":"47:1011","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":2312.0,"y":5584.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2313.38061523438,"y":5588.69873046875,"width":265.893798828125,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3030":{"type":"FRAME","id":"48:3030","name":"Frame 28","absoluteBoundingBox":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,13051.5791015625]],"size":{"x":1040.0,"y":389.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:3031","48:3033"]},"36:1104":{"type":"TEXT","id":"36:1104","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1693.0,"y":4063.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1694.07385253906,"y":4068.43920898438,"width":237.927368164062,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:550":{"type":"TEXT","id":"36:550","name":"Task completion without external tools","absoluteBoundingBox":{"x":920.0,"y":7963.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.5625,"y":7968.283203125,"width":276.743774414062,"height":35.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Task completion without external tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:390":{"type":"TEXT","id":"45:390","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":747.857177734375,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:583":{"type":"RECTANGLE","id":"36:583","name":"Rectangle 3","absoluteBoundingBox":{"x":2392.0,"y":3952.708984375,"width":277.333343505859,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3952.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":277.333343505859,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1412":{"type":"TEXT","id":"47:1412","name":"Insights","absoluteBoundingBox":{"x":2248.0,"y":4390.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2249.26416015625,"y":4394.33251953125,"width":76.068603515625,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3025":{"type":"TEXT","id":"48:3025","name":"Trade-offs Negotiated with Stakeholders","absoluteBoundingBox":{"x":184.0,"y":13559.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.710220336914,"y":13563.203125,"width":394.5771484375,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Trade-offs Negotiated with Stakeholders","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:389":{"type":"TEXT","id":"45:389","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:385":{"type":"FRAME","id":"45:385","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:386"]},"45:386":{"type":"TEXT","id":"45:386","name":"Understanding the problem space","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3413.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1256":{"type":"FRAME","id":"47:1256","name":"Frame 30","absoluteBoundingBox":{"x":2272.0,"y":2240.708984375,"width":1040.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":2240.708984375,"width":1040.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1257","47:1260","47:1263"]},"45:370":{"type":"RECTANGLE","id":"45:370","name":"image 28","absoluteBoundingBox":{"x":1598.0,"y":4185.92578125,"width":1136.0,"height":1162.5},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":1598.0,"y":4185.92578125,"width":1136.0,"height":1162.5},"relativeTransform":[[1.0,0.0,70.0],[0.0,1.0,777.216796875]],"size":{"x":1136.0,"y":1162.5},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1374":{"type":"FRAME","id":"47:1374","name":"Frame 30","absoluteBoundingBox":{"x":184.0,"y":5166.708984375,"width":1040.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5166.708984375,"width":1040.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1375","47:1378","47:1381"]},"45:333":{"type":"FRAME","id":"45:333","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:334","45:335"]},"45:335":{"type":"TEXT","id":"45:335","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1515":{"type":"TEXT","id":"47:1515","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1969.33325195312,"y":8516.09765625,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1970.00939941406,"y":8521.5625,"width":38.076171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:3066":{"type":"TEXT","id":"48:3066","name":"Ran regular cross-team reviews Acted as UX point-of-contact across platform","absoluteBoundingBox":{"x":1528.0,"y":13727.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13732.0791015625,"width":398.926391601562,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ran regular cross-team reviews\nActed as UX point-of-contact across platform","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:484":{"type":"TEXT","id":"45:484","name":"Delivered engineering-ready Figma files ahead of sprint Worked one sprint ahead to de-risk complex workflows Used shared artefacts as a single source of truth Held design walkthroughs with engineering & QA Participated in design QA during development","absoluteBoundingBox":{"x":184.0,"y":13296.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13300.875,"width":482.680480957031,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivered engineering-ready Figma files ahead of sprint\nWorked one sprint ahead to de-risk complex workflows\nUsed shared artefacts as a single source of truth\nHeld design walkthroughs with engineering & QA\nParticipated in design QA during development","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:300":{"type":"FRAME","id":"45:300","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":1040.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:301","45:302"]},"45:268":{"type":"FRAME","id":"45:268","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:269"]},"47:1664":{"type":"FRAME","id":"47:1664","name":"Frame 290664","absoluteBoundingBox":{"x":2312.0,"y":11647.068359375,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11647.068359375,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,199.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1665"]},"36:291":{"type":"FRAME","id":"36:291","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:292"]},"48:2593":{"type":"RECTANGLE","id":"48:2593","name":"image 8","absoluteBoundingBox":{"x":1488.0,"y":11631.09765625,"width":400.0,"height":361.0},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11631.09765625,"width":400.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":361.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1480":{"type":"FRAME","id":"47:1480","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6330.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1481"]},"20:1137":{"type":"FRAME","id":"20:1137","name":"Frame 18","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":1700.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1138","20:1297"]},"20:1297":{"type":"FRAME","id":"20:1297","name":"Frame 21","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":953.0,"height":1245.0478515625},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":953.0,"height":1245.0478515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":953.0,"y":1245.0478515625},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1167","20:1293"]},"20:1167":{"type":"RECTANGLE","id":"20:1167","name":"image 2","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":953.0,"height":597.192443847656},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":953.0,"height":597.1923828125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":953.0,"y":597.192443847656},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1138":{"type":"FRAME","id":"20:1138","name":"Frame 20","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1700.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1139","20:1141"]},"20:1141":{"type":"TEXT","id":"20:1141","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.49426269531,"y":953.846618652344,"width":299.714599609375,"height":1613.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2227":{"type":"FRAME","id":"47:2227","name":"Frame 290666","absoluteBoundingBox":{"x":1528.0,"y":8423.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8423.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2228","47:2230"]},"47:1475":{"type":"FRAME","id":"47:1475","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1476"]},"20:1140":{"type":"TEXT","id":"20:1140","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":1568.0,"y":873.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1570.87646484375,"y":880.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1306":{"type":"FRAME","id":"20:1306","name":"Frame 20","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":1704.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":1752.25561523438},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1704.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1307","20:1401"]},"47:2118":{"type":"FRAME","id":"47:2118","name":"Frame 25","absoluteBoundingBox":{"x":2312.0,"y":12516.068359375,"width":295.0,"height":756.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12516.068359375,"width":295.0,"height":756.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":295.0,"y":756.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:2119"]},"47:1606":{"type":"FRAME","id":"47:1606","name":"Frame 290664","absoluteBoundingBox":{"x":2392.0,"y":7783.783203125,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7783.783203125,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1607"]},"42:277":{"type":"TEXT","id":"42:277","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":126.0,"height":1342.0},"isolatedAbsoluteRenderBounds":{"x":2447.38354492188,"y":6404.00439453125,"width":124.447021484375,"height":1333.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":126.0,"y":1342.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"20:1397":{"type":"FRAME","id":"20:1397","name":"Frame 24","absoluteBoundingBox":{"x":2096.0,"y":949.0,"width":304.0,"height":1628.0},"isolatedAbsoluteRenderBounds":{"x":2095.38647460938,"y":949.0,"width":304.613525390625,"height":1676.25561523438},"relativeTransform":[[1.0,0.0,688.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1628.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1309","20:1334","20:1339","20:1344","20:1408","20:1411"]},"20:1411":{"type":"RECTANGLE","id":"20:1411","name":"Rectangle 4","absoluteBoundingBox":{"x":2096.0,"y":2573.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2096.0,"y":2573.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1624.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:467":{"type":"TEXT","id":"45:467","name":"Embedded regulatory requirements into interaction design Negotiated review checkpoints and mandatory confirmations","absoluteBoundingBox":{"x":184.0,"y":13200.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13205.0791015625,"width":529.464477539062,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Embedded regulatory requirements into interaction design\nNegotiated review checkpoints and mandatory confirmations","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:772":{"type":"FRAME","id":"36:772","name":"Frame 290663","absoluteBoundingBox":{"x":2264.0,"y":3983.708984375,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":3983.708984375,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:773"]},"47:1582":{"type":"TEXT","id":"47:1582","name":"Reviewer rejection rates","absoluteBoundingBox":{"x":552.0,"y":7737.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":7742.283203125,"width":200.310180664062,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewer rejection rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1658":{"type":"FRAME","id":"20:1658","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":4180.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4180.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1659"]},"20:1339":{"type":"TEXT","id":"20:1339","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2096.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":2096.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1444":{"type":"RECTANGLE","id":"47:1444","name":"image 16","absoluteBoundingBox":{"x":1488.0,"y":7746.12890625,"width":640.0,"height":532.96875},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":7746.12890625,"width":640.0,"height":532.96875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,343.0]],"size":{"x":640.0,"y":532.96875},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"workflow diagram","ariaAttributes":{},"interactions":[]},"20:1334":{"type":"TEXT","id":"20:1334","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2096.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":2096.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2766":{"type":"TEXT","id":"48:2766","name":"Design System & Scale Considerations","absoluteBoundingBox":{"x":1528.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":10412.3310546875,"width":446.750244140625,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Design System & Scale Considerations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:812":{"type":"FRAME","id":"36:812","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":132.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":132.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:813","36:815"]},"20:1309":{"type":"TEXT","id":"20:1309","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2096.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":2095.38647460938,"y":953.548278808594,"width":300.78466796875,"height":1671.70727539062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2122":{"type":"TEXT","id":"47:2122","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":12516.068359375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.3330078125,"y":12521.88671875,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1662":{"type":"RECTANGLE","id":"47:1662","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":11575.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11575.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,127.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:539":{"type":"TEXT","id":"18:539","name":"KYC AI-Assisted Document Annotation & Case Management","absoluteBoundingBox":{"x":224.0,"y":1036.0,"width":960.0,"height":96.0},"isolatedAbsoluteRenderBounds":{"x":227.196029663086,"y":1044.74426269531,"width":874.832641601562,"height":86.89208984375},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,136.0]],"size":{"x":960.0,"y":96.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"KYC AI-Assisted Document Annotation & Case Management ","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:568":{"type":"RECTANGLE","id":"36:568","name":"Rectangle 3","absoluteBoundingBox":{"x":1896.0,"y":4007.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":4007.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1364":{"type":"TEXT","id":"20:1364","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1359":{"type":"TEXT","id":"20:1359","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1130":{"type":"TEXT","id":"47:1130","name":"Edge Cases","absoluteBoundingBox":{"x":1714.66662597656,"y":6461.12890625,"width":186.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1715.93078613281,"y":6465.384765625,"width":112.391967773438,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1389":{"type":"FRAME","id":"20:1389","name":"Frame 22","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1374","20:1379","20:1384","20:1435"]},"20:1384":{"type":"TEXT","id":"20:1384","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1374":{"type":"TEXT","id":"20:1374","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1307":{"type":"FRAME","id":"20:1307","name":"Frame 14","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1308"]},"48:3048":{"type":"TEXT","id":"48:3048","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":1528.0,"y":13019.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13023.875,"width":747.857177734375,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1583":{"type":"FRAME","id":"47:1583","name":"Frame 290664","absoluteBoundingBox":{"x":552.0,"y":7783.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7783.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1584"]},"20:1825":{"type":"FRAME","id":"20:1825","name":"Frame 33","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":1280.0,"height":3540.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":2928.0,"height":3540.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":1280.0,"y":3540.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1821","20:1817","21:1840","21:1918","21:1921"]},"48:2683":{"type":"FRAME","id":"48:2683","name":"Frame 27","absoluteBoundingBox":{"x":1488.0,"y":13046.826171875,"width":640.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":13046.826171875,"width":640.0,"height":214.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,285.0]],"size":{"x":640.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2684","48:2685"]},"46:572":{"type":"TEXT","id":"46:572","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1661":{"type":"FRAME","id":"20:1661","name":"Frame 20","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":1700.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1662"]},"47:808":{"type":"FRAME","id":"47:808","name":"Frame 18","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,1217.0]],"size":{"x":1040.0,"y":1723.70910644531},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:809","47:813"]},"21:1921":{"type":"RECTANGLE","id":"21:1921","name":"Rectangle 4","absoluteBoundingBox":{"x":1408.0,"y":4485.0,"width":1280.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":4485.0,"width":1280.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3536.0]],"size":{"x":1280.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2248":{"type":"FRAME","id":"47:2248","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":8723.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8723.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2249"]},"47:1183":{"type":"TEXT","id":"47:1183","name":"Key Behavioural Insights","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":65.5170440673828,"y":788.257263183594,"width":282.908996582031,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Key Behavioural Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3024":{"type":"FRAME","id":"48:3024","name":"Frame 31","absoluteBoundingBox":{"x":184.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,658.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3025","48:3026"]},"48:3010":{"type":"TEXT","id":"48:3010","name":"Product Management","absoluteBoundingBox":{"x":184.0,"y":12991.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":12996.033203125,"width":207.623519897461,"height":18.8642578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product Management","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1918":{"type":"RECTANGLE","id":"21:1918","name":"Rectangle 3","absoluteBoundingBox":{"x":1408.0,"y":4485.0,"width":1280.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":4485.0,"width":1280.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3536.0]],"size":{"x":1280.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:582":{"type":"TEXT","id":"36:582","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":2392.0,"y":3884.708984375,"width":277.333343505859,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2392.92041015625,"y":3889.208984375,"width":266.9462890625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":277.333343505859,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1849":{"type":"FRAME","id":"21:1849","name":"Frame 28","absoluteBoundingBox":{"x":3056.0,"y":2773.0,"width":1280.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":2773.0,"width":1280.0,"height":1680.0},"relativeTransform":[[1.0,0.0,1648.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1680.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["21:1850","21:1851"]},"47:1769":{"type":"TEXT","id":"47:1769","name":"Onboard new clients directly without customisation","absoluteBoundingBox":{"x":2264.0,"y":7616.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2264.61352539062,"y":7621.283203125,"width":239.838134765625,"height":35.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Onboard new clients directly without customisation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1851":{"type":"TEXT","id":"21:1851","name":"Qualitative Analysis","absoluteBoundingBox":{"x":3056.0,"y":4429.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":4429.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:884":{"type":"FRAME","id":"47:884","name":"Frame 25","absoluteBoundingBox":{"x":1488.0,"y":3410.12866210938,"width":640.0,"height":580.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":3410.12866210938,"width":640.0,"height":580.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":640.0,"y":580.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:885","47:892","47:901"]},"47:885":{"type":"FRAME","id":"47:885","name":"Frame 24","absoluteBoundingBox":{"x":1488.0,"y":3410.12866210938,"width":170.66667175293,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":3410.12866210938,"width":170.66667175293,"height":462.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.66667175293,"y":462.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:886","47:887","47:888","47:889","47:890","47:891"]},"21:1846":{"type":"FRAME","id":"21:1846","name":"Frame 27","absoluteBoundingBox":{"x":1744.0,"y":2773.0,"width":1280.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":2773.0,"width":1280.0,"height":1680.0},"relativeTransform":[[1.0,0.0,336.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1680.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["21:1847","21:1848"]},"47:1641":{"type":"TEXT","id":"47:1641","name":"Reduced manual annotation effort","absoluteBoundingBox":{"x":2312.0,"y":11000.068359375,"width":288.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2313.58520507812,"y":11004.3642578125,"width":284.866455078125,"height":13.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,121.0]],"size":{"x":288.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduced manual annotation effort","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1843":{"type":"FRAME","id":"21:1843","name":"Frame 26","absoluteBoundingBox":{"x":1408.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2773.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["21:1844","21:1845"]},"48:2792":{"type":"TEXT","id":"48:2792","name":"Embedded regulatory requirements into interaction design Negotiated review checkpoints and mandatory confirmations","absoluteBoundingBox":{"x":1488.0,"y":15029.8544921875,"width":640.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":15034.3544921875,"width":529.464477539062,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Embedded regulatory requirements into interaction design\nNegotiated review checkpoints and mandatory confirmations","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1817":{"type":"FRAME","id":"20:1817","name":"Frame 31","absoluteBoundingBox":{"x":1408.0,"y":2717.0,"width":2928.0,"height":1736.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2717.0,"width":2928.0,"height":1736.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1768.0]],"size":{"x":2928.0,"y":1736.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","children":["20:1757","20:1758"]},"20:1758":{"type":"FRAME","id":"20:1758","name":"Frame 30","absoluteBoundingBox":{"x":1408.0,"y":2773.0,"width":2928.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2773.0,"width":2928.0,"height":1680.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":2928.0,"y":1680.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"children":["20:1759","20:1762","20:1765"]},"47:1419":{"type":"TEXT","id":"47:1419","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":5166.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":5170.33251953125,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1765":{"type":"FRAME","id":"20:1765","name":"Frame 28","absoluteBoundingBox":{"x":3056.0,"y":2773.0,"width":1280.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":2773.0,"width":1280.0,"height":1680.0},"relativeTransform":[[1.0,0.0,1648.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1680.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1766","20:1767"]},"20:1767":{"type":"TEXT","id":"20:1767","name":"Qualitative Analysis","absoluteBoundingBox":{"x":3056.0,"y":4429.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":4429.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1766":{"type":"TEXT","id":"20:1766","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":3056.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":2773.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:379":{"type":"FRAME","id":"15:379","name":"Frame 11","absoluteBoundingBox":{"x":2432.0,"y":404.0,"width":960.0,"height":156.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":404.0,"width":960.0,"height":156.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,64.0]],"size":{"x":960.0,"y":156.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:380","15:381"]},"45:180":{"type":"FRAME","id":"45:180","name":"Frame 290673","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":126.0,"height":2317.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":6399.708984375,"width":154.2509765625,"height":2317.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":126.0,"y":2317.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["45:181","45:256"]},"36:319":{"type":"RECTANGLE","id":"36:319","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":7580.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7580.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1764":{"type":"TEXT","id":"20:1764","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1744.0,"y":4429.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":4429.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1302":{"type":"FRAME","id":"20:1302","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":3659.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3659.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1303"]},"20:1763":{"type":"TEXT","id":"20:1763","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1744.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":2773.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1419":{"type":"RECTANGLE","id":"20:1419","name":"Rectangle 3","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1759":{"type":"FRAME","id":"20:1759","name":"Frame 26","absoluteBoundingBox":{"x":1408.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2773.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["20:1760","20:1761"]},"20:1760":{"type":"TEXT","id":"20:1760","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.49426269531,"y":2777.8466796875,"width":299.714599609375,"height":1613.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"OUTSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1757":{"type":"TEXT","id":"20:1757","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1408.0,"y":2717.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2717.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1743":{"type":"FRAME","id":"20:1743","name":"Frame 29","absoluteBoundingBox":{"x":1408.0,"y":1005.0,"width":2928.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":1005.0,"width":2928.0,"height":1680.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":2928.0,"y":1680.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"children":["20:1731","20:1735","20:1739"]},"36:1162":{"type":"TEXT","id":"36:1162","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1693.0,"y":4063.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1694.07385253906,"y":4068.43920898438,"width":237.927368164062,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1718":{"type":"TEXT","id":"20:1718","name":"Qualitative Analysis","absoluteBoundingBox":{"x":3056.0,"y":2661.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":2661.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1735":{"type":"FRAME","id":"20:1735","name":"Frame 27","absoluteBoundingBox":{"x":1744.0,"y":1005.0,"width":1280.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":1005.0,"width":1280.0,"height":1680.0},"relativeTransform":[[1.0,0.0,336.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1680.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1707","20:1708"]},"36:1240":{"id":"36:1240","assetId":"VariableCollectionId:890a28542d9f3e14a27a168b0e7fc05a9c8de425/4005:51","type":"VARIABLE_COLLECTION","name":"Dark slides","defaultModeId":"1:0","modes":[{"modeId":"1:0","name":"Mode 1"}]},"47:1594":{"type":"FRAME","id":"47:1594","name":"Frame 22","absoluteBoundingBox":{"x":2392.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,6731.783203125]],"size":{"x":1040.0,"y":412.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1595"]},"36:292":{"type":"TEXT","id":"36:292","name":"Understanding the problem space","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3413.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1707":{"type":"TEXT","id":"20:1707","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1744.0,"y":1005.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":1005.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1114":{"type":"TEXT","id":"47:1114","name":"Observations","absoluteBoundingBox":{"x":1488.0,"y":5487.12890625,"width":186.66667175293,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.00854492188,"y":5490.75244140625,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.66667175293,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:571":{"type":"TEXT","id":"36:571","name":"Validation","absoluteBoundingBox":{"x":2264.0,"y":3867.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2264.47583007812,"y":3871.33251953125,"width":95.943115234375,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1657":{"type":"FRAME","id":"20:1657","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":4180.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4180.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":1957.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1658","20:1824"]},"20:1731":{"type":"FRAME","id":"20:1731","name":"Frame 26","absoluteBoundingBox":{"x":1408.0,"y":1005.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":1005.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["20:1665","20:1726"]},"20:1665":{"type":"TEXT","id":"20:1665","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":1005.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.49426269531,"y":1009.84661865234,"width":299.714599609375,"height":1613.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"OUTSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2224":{"type":"TEXT","id":"47:2224","name":"User Feedback","absoluteBoundingBox":{"x":1528.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":8376.3291015625,"width":171.918579101562,"height":17.7099609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"User Feedback","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1385":{"type":"TEXT","id":"20:1385","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1693":{"type":"TEXT","id":"20:1693","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1409.00854492188,"y":952.623596191406,"width":191.608520507812,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1717":{"type":"TEXT","id":"47:1717","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7783.783203125,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.860092163086,"y":7789.24853515625,"width":40.7496337890625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"21:1850":{"type":"TEXT","id":"21:1850","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":3056.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":2773.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2653":{"type":"TEXT","id":"48:2653","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":2312.0,"y":15536.3056640625,"width":295.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":2312.92041015625,"y":15540.466796875,"width":291.9052734375,"height":256.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"20:1663":{"type":"FRAME","id":"20:1663","name":"Frame 14","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":44.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":44.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1664"]},"20:1125":{"type":"FRAME","id":"20:1125","name":"Frame 20","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1700.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["19:918","19:921"]},"11:170":{"type":"FRAME","id":"11:170","name":"Frame 6","absoluteBoundingBox":{"x":1408.0,"y":200.0,"width":800.0,"height":536.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":200.0,"width":800.0,"height":536.0},"relativeTransform":[[1.0,0.0,-160.0],[0.0,1.0,-919.0]],"size":{"x":800.0,"y":536.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["11:174"]},"36:787":{"type":"FRAME","id":"36:787","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8241.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8241.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7586.783203125]],"size":{"x":1040.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["36:788"]},"47:1442":{"type":"TEXT","id":"47:1442","name":"Before-After Workflow","absoluteBoundingBox":{"x":1488.0,"y":7403.12890625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":7407.85595703125,"width":262.571533203125,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:779":{"type":"FRAME","id":"18:779","name":"Frame 14","absoluteBoundingBox":{"x":1724.17553710938,"y":6746.0,"width":167.648941040039,"height":100.0},"isolatedAbsoluteRenderBounds":{"x":1724.17553710938,"y":6746.0,"width":167.648941040039,"height":100.0},"relativeTransform":[[1.0,0.0,316.175537109375],[0.0,1.0,5936.0]],"size":{"x":167.648941040039,"y":100.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":20.0,"paddingBottom":20.0,"layoutMode":"VERTICAL","isInAnimateTree":true,"children":["18:670"]},"47:1659":{"type":"TEXT","id":"47:1659","name":"Onboard new clients directly without customisation","absoluteBoundingBox":{"x":2312.0,"y":11484.068359375,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.61352539062,"y":11488.568359375,"width":239.838134765625,"height":35.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,36.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Onboard new clients directly without customisation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1658":{"type":"TEXT","id":"47:1658","name":"Analysts","absoluteBoundingBox":{"x":2312.0,"y":11448.068359375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2312.47583007812,"y":11452.5224609375,"width":84.39599609375,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:963":{"type":"TEXT","id":"47:963","name":"Research & Discovery","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2273.51708984375,"y":788.257263183594,"width":251.098388671875,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:670":{"mainComponentId":"18:632","type":"INSTANCE","id":"18:670","name":"FinTrU Logo","absoluteBoundingBox":{"x":1724.17553710938,"y":6766.0,"width":167.648941040039,"height":60.0},"targetAspectRatio":{"x":446.980010986328,"y":159.970001220703},"isolatedAbsoluteRenderBounds":{"x":1724.17553710938,"y":6766.0,"width":167.648941040039,"height":60.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,20.0]],"size":{"x":167.648941040039,"y":60.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"clipsContent":true,"children":["I18:670;838:1671"],"componentSetId":"18:559","componentProperties":{"Property 2":{"value":"White","type":"VARIANT","boundVariables":{}}},"overrides":[]},"18:450":{"type":"TEXT","id":"18:450","name":"Selected Work","absoluteBoundingBox":{"x":1488.0,"y":597.0,"width":640.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":1489.45458984375,"y":604.409118652344,"width":221.770263671875,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:158":{"type":"RECTANGLE","id":"11:158","name":"Rectangle 1","absoluteBoundingBox":{"x":1408.0,"y":6466.0,"width":366.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":6466.0,"width":366.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":366.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1660":{"type":"FRAME","id":"47:1660","name":"Frame 290663","absoluteBoundingBox":{"x":2312.0,"y":11540.068359375,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11540.068359375,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,92.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1661"]},"18:433":{"type":"TEXT","id":"18:433","name":"Selected Work","absoluteBoundingBox":{"x":1408.0,"y":810.0,"width":800.0,"height":5632.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":810.0,"width":800.0,"height":5632.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":800.0,"y":5632.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:553":{"type":"TEXT","id":"18:553","name":"2023-2026","absoluteBoundingBox":{"x":1568.0,"y":1156.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1569.66198730469,"y":1161.30676269531,"width":126.94482421875,"height":17.9830322265625},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,256.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"2023-2026","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1091":{"type":"TEXT","id":"47:1091","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":2264.0,"y":3985.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2264.92041015625,"y":3990.00439453125,"width":294.759765625,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3022":{"type":"TEXT","id":"48:3022","name":"Delivery","absoluteBoundingBox":{"x":184.0,"y":13397.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13401.203125,"width":78.6519317626953,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:337":{"type":"RECTANGLE","id":"15:337","name":"Rectangle 3","absoluteBoundingBox":{"x":1758.0,"y":694.0,"width":100.0,"height":100.0},"isolatedAbsoluteRenderBounds":{"x":1758.0,"y":694.0,"width":100.0,"height":100.0},"relativeTransform":[[1.0,0.0,350.0],[0.0,1.0,0.0]],"size":{"x":100.0,"y":100.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.941176474094391,"g":0.949019610881805,"b":0.95686274766922,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"15:345":{"type":"TEXT","id":"15:345","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":1508.0,"y":854.0,"width":600.0,"height":240.0},"isolatedAbsoluteRenderBounds":{"x":1509.83239746094,"y":862.744323730469,"width":581.430053710938,"height":230.437438964844},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":600.0,"y":240.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1847":{"type":"TEXT","id":"21:1847","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1744.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":2773.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1732":{"type":"TEXT","id":"47:1732","name":"Analysts","absoluteBoundingBox":{"x":920.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":920.475830078125,"y":7573.23779296875,"width":84.3959350585938,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:529":{"type":"FRAME","id":"18:529","name":"Frame 13","absoluteBoundingBox":{"x":64.0,"y":784.0,"width":1280.0,"height":650.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":784.0,"width":1280.0,"height":650.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,684.0]],"size":{"x":1280.0,"y":650.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["18:530","18:533","18:535","47:836","47:864","47:1040","47:1354","47:1474","47:1704","47:1924","47:2186","48:2542","48:2664","48:2752","48:3004","48:3030"]},"47:1187":{"type":"FRAME","id":"47:1187","name":"Frame 29","absoluteBoundingBox":{"x":64.0,"y":864.708984375,"width":1040.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":864.708984375,"width":1040.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1188","47:1191","47:1194"]},"47:1193":{"type":"TEXT","id":"47:1193","name":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues. Conflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently. Bulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews. AI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","absoluteBoundingBox":{"x":424.0,"y":902.708984375,"width":320.0,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":434.6875,"y":907.004455566406,"width":295.819702148438,"height":387.934631347656},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues.\nConflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently.\nBulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews.\nAI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3033":{"type":"FRAME","id":"48:3033","name":"Frame 290676","absoluteBoundingBox":{"x":184.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":346.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:3034","48:3035","48:3038"]},"48:3038":{"type":"FRAME","id":"48:3038","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,230.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3039","48:3040"]},"15:400":{"type":"TEXT","id":"15:400","name":"Vinatha Babyprakash","absoluteBoundingBox":{"x":224.0,"y":404.0,"width":960.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":225.176132202148,"y":413.403411865234,"width":486.056396484375,"height":46.4147644042969},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Vinatha Babyprakash","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":48.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.24,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":58.0909080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3039":{"type":"TEXT","id":"48:3039","name":"What I’d Do Differently","absoluteBoundingBox":{"x":184.0,"y":14108.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.376419067383,"y":14112.203125,"width":216.22331237793,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What I’d Do Differently","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:500":{"type":"FRAME","id":"46:500","name":"Frame 290676","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":324.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.07421875]],"size":{"x":1040.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","counterAxisSizingMode":"FIXED","children":["45:388","45:391","45:451","45:468","45:485","46:506","46:523","45:387"]},"47:1837":{"type":"TEXT","id":"47:1837","name":"Number of clicks / context switches per case","absoluteBoundingBox":{"x":184.0,"y":8262.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":185.380676269531,"y":8267.0791015625,"width":299.016876220703,"height":39.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,218.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Number of clicks / context switches per case","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3035":{"type":"FRAME","id":"48:3035","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,68.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3036","48:3037"]},"20:1821":{"type":"FRAME","id":"20:1821","name":"Frame 32","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":1280.0,"height":1736.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":2928.0,"height":1736.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1736.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1693","20:1743"]},"48:3037":{"type":"TEXT","id":"48:3037","name":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity. Analysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it. Once the system behaved consistently and explained itself, adoption followed naturally. We learned that human-in-the-loop isn’t just adding a review step. It’s about redesigning the entire workflow so validation feels like supervision, not busywork.","absoluteBoundingBox":{"x":184.0,"y":13974.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13978.875,"width":844.996459960938,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity.\nAnalysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it.\nOnce the system behaved consistently and explained itself, adoption followed naturally.\nWe learned that human-in-the-loop isn’t just adding a review step.\nIt’s about redesigning the entire workflow so validation feels like supervision, not busywork.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2888":{"type":"TEXT","id":"48:2888","name":"What I’d Do Differently","absoluteBoundingBox":{"x":184.0,"y":14108.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.376419067383,"y":14112.203125,"width":216.22331237793,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What I’d Do Differently","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3031":{"type":"FRAME","id":"48:3031","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:3032"]},"48:3004":{"type":"FRAME","id":"48:3004","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,12074.5791015625]],"size":{"x":1040.0,"y":913.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:3005","48:3007"]},"48:3027":{"type":"FRAME","id":"48:3027","name":"Frame 32","absoluteBoundingBox":{"x":184.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,798.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3028","48:3029"]},"48:3028":{"type":"TEXT","id":"48:3028","name":"Aligning Teams","absoluteBoundingBox":{"x":184.0,"y":13699.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":13703.203125,"width":148.463851928711,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Aligning Teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3026":{"type":"TEXT","id":"48:3026","name":"Maintained human sign-off at high-risk points Added explanations instead of hiding uncertainty Pushed for configurable workflows instead of bespoke solutions Phased advanced features without compromising core workflows","absoluteBoundingBox":{"x":184.0,"y":13587.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13591.875,"width":565.194458007812,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Maintained human sign-off at high-risk points\nAdded explanations instead of hiding uncertainty\nPushed for configurable workflows instead of bespoke solutions\nPhased advanced features without compromising core workflows","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1335":{"type":"TEXT","id":"20:1335","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2960.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2960.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:376":{"type":"RECTANGLE","id":"15:376","name":"Rectangle 3","absoluteBoundingBox":{"x":224.0,"y":620.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":620.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,280.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:3021":{"type":"FRAME","id":"48:3021","name":"Frame 30","absoluteBoundingBox":{"x":184.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,496.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3022","48:3023"]},"47:1858":{"type":"RECTANGLE","id":"47:1858","name":"Rectangle 3","absoluteBoundingBox":{"x":2392.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:3018":{"type":"FRAME","id":"48:3018","name":"Frame 29","absoluteBoundingBox":{"x":184.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,400.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3019","48:3020"]},"20:1394":{"type":"FRAME","id":"20:1394","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":3712.708984375,"width":304.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":3712.708984375,"width":304.0,"height":404.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["20:1348","20:1353","20:1415","20:1358","20:1421","20:1363","20:1426","20:1368"]},"48:3019":{"type":"TEXT","id":"48:3019","name":"Compliance & Risk","absoluteBoundingBox":{"x":184.0,"y":13301.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":13305.203125,"width":178.336074829102,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3015":{"type":"FRAME","id":"48:3015","name":"Frame 28","absoluteBoundingBox":{"x":184.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,282.0]],"size":{"x":1040.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3016","48:3017"]},"48:3044":{"type":"FRAME","id":"48:3044","name":"Frame 290676","absoluteBoundingBox":{"x":1528.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":870.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:3045","48:3046","48:3049","48:3052","48:3055","48:3058","48:3061","48:3064"]},"45:487":{"type":"TEXT","id":"45:487","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2054":{"type":"RECTANGLE","id":"47:2054","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":8470.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8470.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,47.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1358":{"type":"FRAME","id":"47:1358","name":"Frame 33","absoluteBoundingBox":{"x":184.0,"y":4352.708984375,"width":1040.0,"height":1914.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4352.708984375,"width":1040.0,"height":1914.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1914.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1359","47:1371","47:1372","47:1384","47:1385"]},"48:3017":{"type":"TEXT","id":"48:3017","name":"Shaped where AI could assist vs where humans must decide Translated model confidence and failure modes into UX safeguards Aligned on feedback loops between user corrections and model learning","absoluteBoundingBox":{"x":184.0,"y":13211.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13216.0791015625,"width":623.975891113281,"height":61.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Shaped where AI could assist vs where humans must decide\nTranslated model confidence and failure modes into UX safeguards\nAligned on feedback loops between user corrections and model learning","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:816":{"type":"FRAME","id":"47:816","name":"Frame 18","absoluteBoundingBox":{"x":2392.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,1217.0]],"size":{"x":1040.0,"y":1723.70910644531},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:817","47:821"]},"45:466":{"type":"TEXT","id":"45:466","name":"Compliance & Risk","absoluteBoundingBox":{"x":184.0,"y":13172.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":13176.203125,"width":178.336074829102,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:953":{"type":"RECTANGLE","id":"47:953","name":"Rectangle 5","absoluteBoundingBox":{"x":432.0,"y":1168.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":432.0,"y":1168.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,332.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2791":{"type":"TEXT","id":"48:2791","name":"Compliance & Risk","absoluteBoundingBox":{"x":1488.0,"y":15001.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.00854492188,"y":15005.478515625,"width":178.336059570312,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:944":{"type":"RECTANGLE","id":"47:944","name":"Rectangle 4","absoluteBoundingBox":{"x":64.0,"y":1048.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":1048.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:3016":{"type":"TEXT","id":"48:3016","name":"Data Science","absoluteBoundingBox":{"x":184.0,"y":13183.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13187.203125,"width":125.403915405273,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Data Science","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1710":{"type":"TEXT","id":"20:1710","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2448.0,"y":4805.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":4805.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2676":{"type":"FRAME","id":"48:2676","name":"Frame 26","absoluteBoundingBox":{"x":1488.0,"y":12761.826171875,"width":640.0,"height":1685.02819824219},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12761.826171875,"width":640.0,"height":1685.0283203125},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,12164.826171875]],"size":{"x":640.0,"y":1685.02819824219},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2677","48:2679","48:2680","48:2683","48:2686","48:2687"]},"47:1763":{"type":"RECTANGLE","id":"47:1763","name":"Rectangle 3","absoluteBoundingBox":{"x":1896.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:3012":{"type":"FRAME","id":"48:3012","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3013","48:3014"]},"48:3014":{"type":"TEXT","id":"48:3014","name":"Partnered early to understand system constraints and backend data flows Used state patterns to align on lifecycle modelling and edge cases","absoluteBoundingBox":{"x":184.0,"y":13115.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13119.875,"width":639.140014648438,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Partnered early to understand system constraints and backend data flows\nUsed state patterns to align on lifecycle modelling and edge cases","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:3009":{"type":"FRAME","id":"48:3009","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,90.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3010","48:3011"]},"20:1776":{"type":"FRAME","id":"20:1776","name":"Frame 28","absoluteBoundingBox":{"x":3440.0,"y":4917.0,"width":960.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":4917.0,"width":960.0,"height":3855.0},"relativeTransform":[[1.0,0.0,1168.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3855.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1777","20:1778"]},"48:3008":{"type":"TEXT","id":"48:3008","name":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","absoluteBoundingBox":{"x":184.0,"y":12901.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.460220336914,"y":12905.875,"width":1032.19812011719,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2752":{"type":"FRAME","id":"48:2752","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,9623.783203125]],"size":{"x":1040.0,"y":2386.79565429688},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2753","48:2755","48:2756","48:2759","48:2762","48:2763"]},"47:1993":{"type":"FRAME","id":"47:1993","name":"Frame 290669","absoluteBoundingBox":{"x":1488.0,"y":9468.09765625,"width":640.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9468.09765625,"width":751.33251953125,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,225.0]],"size":{"x":640.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:1994","47:1996"]},"47:1772":{"type":"RECTANGLE","id":"47:1772","name":"Rectangle 3","absoluteBoundingBox":{"x":2264.0,"y":7731.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":7731.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"16:421":{"type":"TEXT","id":"16:421","name":"AI-Assisted Document Annotation & Case Management","absoluteBoundingBox":{"x":304.0,"y":1043.0,"width":800.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":304.894897460938,"y":1050.76989746094,"width":706.836120605469,"height":79.0028076171875},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,239.0]],"size":{"x":800.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"AI-Assisted Document Annotation & Case Management ","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2763":{"type":"RECTANGLE","id":"48:2763","name":"image 28","absoluteBoundingBox":{"x":184.0,"y":11730.318359375,"width":1040.0,"height":1064.26049804688},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":11730.318359375,"width":1040.0,"height":1064.2607421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1322.53515625]],"size":{"x":1040.0,"y":1064.26049804688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2762":{"type":"RECTANGLE","id":"48:2762","name":"image 27","absoluteBoundingBox":{"x":184.0,"y":10898.783203125,"width":1040.0,"height":817.535217285156},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10898.783203125,"width":1040.0,"height":817.53515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,491.0]],"size":{"x":1040.0,"y":817.535217285156},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:960":{"type":"FRAME","id":"47:960","name":"Frame 19","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.291015625]],"size":{"x":1040.0,"y":457.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:961"]},"48:2761":{"type":"TEXT","id":"48:2761","name":"WCAG-compliant colour contrast and iconography Full keyboard navigation for high-volume workflows Clear focus management in state transitions Standardised components ensured design consistency Engineers reused validated patterns across features Reduced QA cycles due to predictable behaviour Faster design-to-dev handoff, as we progressed Reduced cognitive load for users moving between tools","absoluteBoundingBox":{"x":184.0,"y":10708.783203125,"width":1040.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":10713.283203125,"width":482.609619140625,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"WCAG-compliant colour contrast and iconography\nFull keyboard navigation for high-volume workflows\nClear focus management in state transitions\nStandardised components ensured design consistency\nEngineers reused validated patterns across features\nReduced QA cycles due to predictable behaviour\nFaster design-to-dev handoff, as we progressed\nReduced cognitive load for users moving between tools","lineIndentations":[1,1,1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2760":{"type":"TEXT","id":"48:2760","name":"Accessibility & Inclusive nature","absoluteBoundingBox":{"x":184.0,"y":10670.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":10674.4072265625,"width":300.930541992188,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accessibility & Inclusive nature","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2756":{"type":"FRAME","id":"48:2756","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":10530.783203125,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10530.783203125,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,123.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2757","48:2758"]},"47:873":{"type":"FRAME","id":"47:873","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":2001.0,"width":1040.0,"height":285.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":2001.0,"width":1040.0,"height":285.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":285.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:874","47:876"]},"36:1097":{"type":"FRAME","id":"36:1097","name":"Frame 290668","absoluteBoundingBox":{"x":184.0,"y":8444.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8444.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,150.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1098","36:1100"]},"47:1990":{"type":"TEXT","id":"47:1990","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":9393.09765625,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.33312988281,"y":9398.916015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1465":{"type":"TEXT","id":"47:1465","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":2312.0,"y":9970.4033203125,"width":295.0,"height":572.0},"isolatedAbsoluteRenderBounds":{"x":2312.38354492188,"y":9974.69921875,"width":286.976318359375,"height":567.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":295.0,"y":572.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"45:331":{"type":"TEXT","id":"45:331","name":"Accessibility & Inclusive nature","absoluteBoundingBox":{"x":184.0,"y":10541.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":10545.4072265625,"width":300.930541992188,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accessibility & Inclusive nature","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1386":{"type":"TEXT","id":"47:1386","name":"Supervisors","absoluteBoundingBox":{"x":184.0,"y":5728.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.795455932617,"y":5732.33251953125,"width":116.256759643555,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2758":{"type":"TEXT","id":"48:2758","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":184.0,"y":10568.783203125,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":10573.0791015625,"width":504.9716796875,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2263":{"type":"TEXT","id":"47:2263","name":"Annotation Tool Traditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two.","absoluteBoundingBox":{"x":1488.0,"y":10126.5419921875,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1488.42822265625,"y":10130.703125,"width":628.716796875,"height":124.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Annotation Tool\nTraditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2352":{"type":"FRAME","id":"47:2352","name":"Frame 290673","absoluteBoundingBox":{"x":2392.0,"y":9245.783203125,"width":1040.0,"height":331.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":9245.783203125,"width":1040.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,317.0]],"size":{"x":1040.0,"y":331.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2353","47:2354"]},"36:293":{"type":"TEXT","id":"36:293","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":1528.0,"y":3451.708984375,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":1528.5625,"y":3456.00439453125,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2757":{"type":"TEXT","id":"48:2757","name":"My Role","absoluteBoundingBox":{"x":184.0,"y":10530.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":10535.2373046875,"width":74.6343841552734,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"My Role","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2087":{"type":"TEXT","id":"47:2087","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":8423.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":8429.6015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2755":{"type":"TEXT","id":"48:2755","name":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","absoluteBoundingBox":{"x":184.0,"y":10450.783203125,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.460220336914,"y":10455.0791015625,"width":1036.95275878906,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1429":{"type":"TEXT","id":"47:1429","name":"Supervisors","absoluteBoundingBox":{"x":1528.0,"y":5728.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1528.79541015625,"y":5732.33251953125,"width":116.2568359375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2753":{"type":"FRAME","id":"48:2753","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2754"]},"47:2345":{"type":"FRAME","id":"47:2345","name":"Frame 290675","absoluteBoundingBox":{"x":2392.0,"y":8928.783203125,"width":1040.0,"height":1415.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8928.783203125,"width":1040.0,"height":1415.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1415.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:2346","47:2352","47:2358","47:2364"]},"20:1349":{"type":"TEXT","id":"20:1349","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3023":{"type":"TEXT","id":"48:3023","name":"Delivered engineering-ready Figma files ahead of sprint Worked one sprint ahead to de-risk complex workflows Used shared artefacts as a single source of truth Held design walkthroughs with engineering & QA Participated in design QA during development","absoluteBoundingBox":{"x":184.0,"y":13425.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13429.875,"width":482.680480957031,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivered engineering-ready Figma files ahead of sprint\nWorked one sprint ahead to de-risk complex workflows\nUsed shared artefacts as a single source of truth\nHeld design walkthroughs with engineering & QA\nParticipated in design QA during development","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2754":{"type":"TEXT","id":"48:2754","name":"Design System & Scale Considerations","absoluteBoundingBox":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":10412.3310546875,"width":446.750305175781,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Design System & Scale Considerations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1345":{"type":"TEXT","id":"20:1345","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2960.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2960.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2664":{"type":"FRAME","id":"48:2664","name":"Frame 290675","absoluteBoundingBox":{"x":104.0,"y":15247.5478515625,"width":295.0,"height":618.757507324219},"isolatedAbsoluteRenderBounds":{"x":104.0,"y":15247.5478515625,"width":295.0,"height":618.757507324219},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,14463.5478515625]],"size":{"x":295.0,"y":618.757507324219},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2665","48:2666"]},"36:1130":{"type":"FRAME","id":"36:1130","name":"Frame 290669","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1131","36:1133"]},"47:2124":{"type":"RECTANGLE","id":"47:2124","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":12619.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12619.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,103.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1670":{"type":"TEXT","id":"20:1670","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2272.0,"y":974.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":978.846618652344,"width":142.651611328125,"height":3788.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"OUTSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2667":{"type":"TEXT","id":"48:2667","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":104.0,"y":15528.3056640625,"width":295.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":104.920455932617,"y":15532.466796875,"width":291.905151367188,"height":256.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"36:719":{"type":"RECTANGLE","id":"36:719","name":"Rectangle 4","absoluteBoundingBox":{"x":552.0,"y":8083.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8083.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:781":{"type":"FRAME","id":"47:781","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:782","47:784"]},"36:720":{"type":"RECTANGLE","id":"36:720","name":"Rectangle 4","absoluteBoundingBox":{"x":1896.0,"y":4007.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":4007.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2542":{"type":"FRAME","id":"48:2542","name":"Frame 25","absoluteBoundingBox":{"x":144.0,"y":9852.09765625,"width":640.0,"height":2250.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":9852.09765625,"width":640.0,"height":2250.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,9068.09765625]],"size":{"x":640.0,"y":2250.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2543","48:2545"]},"48:2545":{"type":"FRAME","id":"48:2545","name":"Frame 290675","absoluteBoundingBox":{"x":144.0,"y":9895.09765625,"width":640.0,"height":2207.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":9895.09765625,"width":640.0,"height":2317.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":2207.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["48:2546","48:2552","48:2558","48:2564"]},"20:1715":{"type":"TEXT","id":"20:1715","name":"Insights","absoluteBoundingBox":{"x":904.0,"y":4261.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":905.264221191406,"y":4265.33251953125,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2567":{"type":"TEXT","id":"48:2567","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":144.0,"y":12006.09765625,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":144.5625,"y":12010.2587890625,"width":626.536499023438,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2558":{"type":"FRAME","id":"48:2558","name":"Frame 290674","absoluteBoundingBox":{"x":144.0,"y":11069.09765625,"width":640.0,"height":498.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":11069.09765625,"width":640.0,"height":498.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1174.0]],"size":{"x":640.0,"y":498.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2559","48:2560"]},"48:2559":{"type":"RECTANGLE","id":"48:2559","name":"image 9","absoluteBoundingBox":{"x":144.0,"y":11069.09765625,"width":400.0,"height":278.0},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":11069.09765625,"width":400.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":278.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1633":{"type":"TEXT","id":"47:1633","name":"Platform Outcomes","absoluteBoundingBox":{"x":2312.0,"y":10826.068359375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":10830.7958984375,"width":223.2333984375,"height":18.5283203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Platform Outcomes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2557":{"type":"TEXT","id":"48:2557","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":160.0,"y":10975.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":160.0,"y":10978.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"20:1774":{"type":"TEXT","id":"20:1774","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2448.0,"y":4917.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":4917.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2589":{"type":"TEXT","id":"48:2589","name":"AI Model Settings Regulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process.","absoluteBoundingBox":{"x":1488.0,"y":11361.09765625,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1488.42822265625,"y":11365.2587890625,"width":621.17041015625,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"AI Model Settings\nRegulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2206":{"type":"RECTANGLE","id":"47:2206","name":"Rectangle 5","absoluteBoundingBox":{"x":184.0,"y":8620.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8620.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,197.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:819":{"type":"RECTANGLE","id":"36:819","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2553":{"type":"RECTANGLE","id":"48:2553","name":"image 10","absoluteBoundingBox":{"x":144.0,"y":10432.09765625,"width":400.0,"height":331.0},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":10432.09765625,"width":400.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":331.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"46:505":{"type":"TEXT","id":"46:505","name":"Maintained human sign-off at high-risk points Added explanations instead of hiding uncertainty Pushed for configurable workflows instead of bespoke solutions Phased advanced features without compromising core workflows","absoluteBoundingBox":{"x":184.0,"y":13458.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13462.875,"width":565.194458007812,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Maintained human sign-off at high-risk points\nAdded explanations instead of hiding uncertainty\nPushed for configurable workflows instead of bespoke solutions\nPhased advanced features without compromising core workflows","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2551":{"type":"TEXT","id":"48:2551","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":160.0,"y":10338.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":160.0,"y":10341.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:359":{"type":"FRAME","id":"36:359","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:360","36:362"]},"36:581":{"type":"TEXT","id":"36:581","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":277.333343505859,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3840.33251953125,"width":191.6083984375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333343505859,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:448":{"type":"FRAME","id":"45:448","name":"Frame 28","absoluteBoundingBox":{"x":184.0,"y":13054.5791015625,"width":1040.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13054.5791015625,"width":1040.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,282.0]],"size":{"x":1040.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["45:449","45:450"]},"47:947":{"type":"TEXT","id":"47:947","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":432.0,"y":836.708984375,"width":304.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":432.475860595703,"y":840.332580566406,"width":222.501678466797,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1931":{"type":"TEXT","id":"47:1931","name":"Time-on-task for document validation","absoluteBoundingBox":{"x":184.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.613632202148,"y":8097.07861328125,"width":231.430923461914,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-on-task for document validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2549":{"type":"TEXT","id":"48:2549","name":"Annotation Tool Traditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two.","absoluteBoundingBox":{"x":144.0,"y":10162.09765625,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":144.428268432617,"y":10166.2587890625,"width":628.716735839844,"height":124.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Annotation Tool\nTraditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2544":{"type":"TEXT","id":"48:2544","name":"Interaction Design Portfolios","absoluteBoundingBox":{"x":144.0,"y":9852.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":145.517044067383,"y":9856.6455078125,"width":330.121520996094,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Interaction Design Portfolios","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2190":{"type":"FRAME","id":"47:2190","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:2191"]},"47:2191":{"type":"FRAME","id":"47:2191","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2192","47:2196","47:2197","47:2201","47:2202","47:2206","47:2207","47:2211","47:2212","47:2216","47:2217"]},"47:1405":{"type":"FRAME","id":"47:1405","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":4390.708984375,"width":320.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4390.708984375,"width":320.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1406","47:1407"]},"15:360":{"type":"TEXT","id":"15:360","name":"Vinatha Babyprakash","absoluteBoundingBox":{"x":1488.0,"y":264.0,"width":640.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":1489.17614746094,"y":273.403411865234,"width":486.056396484375,"height":46.4147644042969},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Vinatha Babyprakash","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":48.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.24,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":58.0909080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2780":{"type":"TEXT","id":"48:2780","name":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","absoluteBoundingBox":{"x":1488.0,"y":14513.8544921875,"width":640.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":1488.46020507812,"y":14518.150390625,"width":617.4833984375,"height":105.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1348":{"type":"TEXT","id":"20:1348","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":552.0,"y":3712.708984375,"width":304.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":552.475830078125,"y":3716.33251953125,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2218":{"type":"FRAME","id":"47:2218","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8798.783203125,"width":149.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8798.783203125,"width":149.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":149.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2219"]},"47:880":{"type":"FRAME","id":"47:880","name":"Frame 19","absoluteBoundingBox":{"x":1488.0,"y":3357.12866210938,"width":640.0,"height":633.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":3357.12866210938,"width":640.0,"height":633.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,2760.12866210938]],"size":{"x":640.0,"y":633.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:881"]},"36:556":{"type":"TEXT","id":"36:556","name":"Research & Discovery","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3819.25732421875,"width":251.098510742188,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2668":{"type":"FRAME","id":"48:2668","name":"Frame 3","absoluteBoundingBox":{"x":104.0,"y":15824.3056640625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":104.0,"y":15824.3056640625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,296.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2669"]},"47:2219":{"type":"TEXT","id":"47:2219","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8798.783203125,"width":125.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8804.01953125,"width":123.549011230469,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":125.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:559":{"type":"TEXT","id":"36:559","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3871.33251953125,"width":191.608520507812,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2216":{"type":"RECTANGLE","id":"47:2216","name":"Rectangle 7","absoluteBoundingBox":{"x":184.0,"y":8770.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8770.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,347.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2552":{"type":"FRAME","id":"48:2552","name":"Frame 290673","absoluteBoundingBox":{"x":144.0,"y":10432.09765625,"width":640.0,"height":573.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":10432.09765625,"width":640.0,"height":573.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,537.0]],"size":{"x":640.0,"y":573.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2553","48:2554"]},"47:2212":{"type":"FRAME","id":"47:2212","name":"Frame 290670","absoluteBoundingBox":{"x":184.0,"y":8723.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8723.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,300.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2213","47:2215"]},"36:1127":{"type":"FRAME","id":"36:1127","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8519.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8519.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1128"]},"47:1617":{"type":"RECTANGLE","id":"47:1617","name":"Rectangle 3","absoluteBoundingBox":{"x":2760.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2760.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1559":{"type":"FRAME","id":"47:1559","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":412.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1560","47:1562"]},"47:2211":{"type":"RECTANGLE","id":"47:2211","name":"Rectangle 6","absoluteBoundingBox":{"x":184.0,"y":8695.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8695.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,272.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1207":{"type":"FRAME","id":"47:1207","name":"Frame 28","absoluteBoundingBox":{"x":784.0,"y":1640.708984375,"width":320.0,"height":302.0},"isolatedAbsoluteRenderBounds":{"x":784.0,"y":1640.708984375,"width":320.0,"height":302.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":302.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1208","47:1209"]},"36:1073":{"type":"FRAME","id":"36:1073","name":"Frame 290667","absoluteBoundingBox":{"x":184.0,"y":8369.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8369.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,75.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1074","36:1076"]},"47:1288":{"type":"TEXT","id":"47:1288","name":"Observations","absoluteBoundingBox":{"x":2312.0,"y":7369.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.00854492188,"y":7373.02685546875,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2209":{"type":"TEXT","id":"47:2209","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8648.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8654.01953125,"width":170.606353759766,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:742":{"type":"FRAME","id":"36:742","name":"Frame 290665","absoluteBoundingBox":{"x":184.0,"y":7775.783203125,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7775.783203125,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,336.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:743"]},"36:1212":{"type":"TEXT","id":"36:1212","name":"Annotation Tool Traditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two.","absoluteBoundingBox":{"x":598.0,"y":8799.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":598.428283691406,"y":8803.9443359375,"width":613.350158691406,"height":124.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Annotation Tool\nTraditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"36:370":{"type":"FRAME","id":"36:370","name":"Frame 23","absoluteBoundingBox":{"x":1896.0,"y":3867.708984375,"width":304.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":3867.708984375,"width":304.0,"height":306.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:371","36:372","36:754","36:373","36:374","36:763"]},"47:2202":{"type":"FRAME","id":"47:2202","name":"Frame 290668","absoluteBoundingBox":{"x":184.0,"y":8573.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8573.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,150.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2203","47:2205"]},"47:2277":{"type":"TEXT","id":"47:2277","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":11866.7646484375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":11870.0908203125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1707":{"type":"TEXT","id":"47:1707","name":"Platform Outcomes","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":7520.51025390625,"width":223.233413696289,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Platform Outcomes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2205":{"type":"TEXT","id":"47:2205","name":"“I feel more confident to handle complex cases”","absoluteBoundingBox":{"x":300.0,"y":8573.783203125,"width":401.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8578.0791015625,"width":398.9072265625,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":401.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I feel more confident to handle complex cases”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1058":{"type":"TEXT","id":"47:1058","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":552.0,"y":4105.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":552.460205078125,"y":4110.208984375,"width":265.775512695312,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,264.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1950":{"type":"FRAME","id":"47:1950","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7991.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1951"]},"47:1041":{"type":"FRAME","id":"47:1041","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":3788.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3788.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":457.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1042","47:1044"]},"47:2197":{"type":"FRAME","id":"47:2197","name":"Frame 290667","absoluteBoundingBox":{"x":184.0,"y":8498.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8498.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,75.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2198","47:2200"]},"47:1432":{"type":"TEXT","id":"47:1432","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":5766.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":5770.33251953125,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2199":{"type":"TEXT","id":"47:2199","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8498.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8504.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2283":{"type":"TEXT","id":"47:2283","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":12729.4921875,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":12732.818359375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:3029":{"type":"TEXT","id":"48:3029","name":"Ran regular cross-team reviews Acted as UX point-of-contact across platform","absoluteBoundingBox":{"x":184.0,"y":13727.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13732.0791015625,"width":398.926330566406,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ran regular cross-team reviews\nActed as UX point-of-contact across platform","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3071":{"type":"TEXT","id":"48:3071","name":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","absoluteBoundingBox":{"x":1528.0,"y":13878.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.86926269531,"y":13882.875,"width":981.863891601562,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2666":{"type":"FRAME","id":"48:2666","name":"Frame 290673","absoluteBoundingBox":{"x":104.0,"y":15528.3056640625,"width":295.0,"height":338.0},"isolatedAbsoluteRenderBounds":{"x":104.0,"y":15528.3056640625,"width":295.0,"height":338.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,280.757507324219]],"size":{"x":295.0,"y":338.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2667","48:2668"]},"47:1065":{"type":"TEXT","id":"47:1065","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":920.0,"y":3985.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.920471191406,"y":3990.00439453125,"width":294.759704589844,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2196":{"type":"RECTANGLE","id":"47:2196","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":8470.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8470.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,47.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1770":{"type":"FRAME","id":"47:1770","name":"Frame 290663","absoluteBoundingBox":{"x":2264.0,"y":7684.783203125,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":7684.783203125,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1771"]},"36:580":{"type":"FRAME","id":"36:580","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":277.333343505859,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3836.708984375,"width":277.333343505859,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333343505859,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:581","36:582","36:583","36:584","36:585","36:586"]},"45:358":{"type":"RECTANGLE","id":"45:358","name":"image 27","absoluteBoundingBox":{"x":184.0,"y":10769.783203125,"width":1040.0,"height":817.535217285156},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10769.783203125,"width":1040.0,"height":817.53515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,491.0]],"size":{"x":1040.0,"y":817.535217285156},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"design system snapshots","ariaAttributes":{},"interactions":[]},"47:2091":{"type":"FRAME","id":"47:2091","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":8498.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8498.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2092"]},"36:789":{"type":"FRAME","id":"36:789","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":8241.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8241.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:790"]},"47:2192":{"type":"FRAME","id":"47:2192","name":"Frame 290666","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2193","47:2195"]},"48:3011":{"type":"TEXT","id":"48:3011","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":184.0,"y":13019.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13023.875,"width":747.857177734375,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:405":{"type":"TEXT","id":"45:405","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2195":{"type":"TEXT","id":"47:2195","name":"“Validation feels more like supervision than manual work”","absoluteBoundingBox":{"x":300.0,"y":8423.783203125,"width":479.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8428.0791015625,"width":476.388061523438,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":479.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Validation feels more like supervision than manual work”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1099":{"type":"FRAME","id":"47:1099","name":"Frame 29","absoluteBoundingBox":{"x":1488.0,"y":4095.12866210938,"width":640.0,"height":1270.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":4095.12866210938,"width":640.0,"height":1270.00024414062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":640.0,"y":1270.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1100","47:1103","47:1106"]},"47:1426":{"type":"TEXT","id":"47:1426","name":"Review workflows should prioritise exception handling over full revalidation. Mandatory review states are essential to ensure accountability and audit readiness. Human-in-the-loop checkpoints must be explicit and traceable, not implicit. The same data requires different representations depending on reviewer versus annotator needs.","absoluteBoundingBox":{"x":2248.0,"y":5204.708984375,"width":320.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":2258.6875,"y":5209.00439453125,"width":306.5546875,"height":255.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Review workflows should prioritise exception handling over full revalidation.\nMandatory review states are essential to ensure accountability and audit readiness.\nHuman-in-the-loop checkpoints must be explicit and traceable, not implicit.\nThe same data requires different representations depending on reviewer versus annotator needs.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2189":{"type":"TEXT","id":"47:2189","name":"User Feedback","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":8376.3291015625,"width":171.918655395508,"height":17.7099609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"User Feedback","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2556":{"type":"FRAME","id":"48:2556","name":"Frame 3","absoluteBoundingBox":{"x":144.0,"y":10963.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":10963.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2557"]},"48:2665":{"type":"RECTANGLE","id":"48:2665","name":"image 8","absoluteBoundingBox":{"x":104.0,"y":15247.5478515625,"width":295.0,"height":266.757507324219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":104.0,"y":15247.5478515625,"width":295.0,"height":266.7578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":266.757507324219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1924":{"type":"FRAME","id":"47:1924","name":"Frame 23","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7207.783203125]],"size":{"x":1040.0,"y":315.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1925"]},"18:485":{"type":"TEXT","id":"18:485","name":"KYC AI-Assisted Document Annotation & Case Management","absoluteBoundingBox":{"x":224.0,"y":1036.0,"width":960.0,"height":96.0},"isolatedAbsoluteRenderBounds":{"x":227.196029663086,"y":1044.74426269531,"width":874.832641601562,"height":86.89208984375},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,136.0]],"size":{"x":960.0,"y":96.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"KYC AI-Assisted Document Annotation & Case Management ","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:332":{"type":"TEXT","id":"45:332","name":"WCAG-compliant colour contrast and iconography Full keyboard navigation for high-volume workflows Clear focus management in state transitions Standardised components ensured design consistency Engineers reused validated patterns across features Reduced QA cycles due to predictable behaviour Faster design-to-dev handoff, as we progressed Reduced cognitive load for users moving between tools","absoluteBoundingBox":{"x":184.0,"y":10579.783203125,"width":1040.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":10584.283203125,"width":482.609619140625,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"WCAG-compliant colour contrast and iconography\nFull keyboard navigation for high-volume workflows\nClear focus management in state transitions\nStandardised components ensured design consistency\nEngineers reused validated patterns across features\nReduced QA cycles due to predictable behaviour\nFaster design-to-dev handoff, as we progressed\nReduced cognitive load for users moving between tools","lineIndentations":[1,1,1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2049":{"type":"FRAME","id":"47:2049","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2050","47:2054","47:2055","47:2059","47:2060","47:2064","47:2065","47:2069","47:2070","47:2074","47:2075"]},"47:1835":{"type":"TEXT","id":"47:1835","name":"Time to identify missing information","absoluteBoundingBox":{"x":184.0,"y":8188.783203125,"width":301.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":8193.0791015625,"width":298.425109863281,"height":17.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":301.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time to identify missing information","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1746":{"type":"TEXT","id":"20:1746","name":"Reviewers","absoluteBoundingBox":{"x":184.0,"y":4999.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":5003.33251953125,"width":98.9958038330078,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewers","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1928":{"type":"FRAME","id":"47:1928","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":8044.783203125,"width":1040.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8044.783203125,"width":1040.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1929","47:1936","47:1943"]},"47:938":{"type":"FRAME","id":"47:938","name":"Frame 25","absoluteBoundingBox":{"x":64.0,"y":836.708984375,"width":1040.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":836.708984375,"width":1040.0,"height":404.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:939","47:946","47:955"]},"47:1947":{"type":"TEXT","id":"47:1947","name":"Analyst-reported fatigue during long sessions","absoluteBoundingBox":{"x":920.0,"y":8188.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.460205078125,"y":8193.0791015625,"width":263.736450195312,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analyst-reported fatigue during long sessions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:330":{"type":"FRAME","id":"45:330","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":10541.783203125,"width":1040.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10541.783203125,"width":1040.0,"height":214.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,263.0]],"size":{"x":1040.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:331","45:332"]},"47:1936":{"type":"FRAME","id":"47:1936","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":8044.783203125,"width":304.0,"height":218.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8044.783203125,"width":304.0,"height":218.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":218.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1937","47:1938","47:1939","47:1940","47:1941","47:1942"]},"48:2858":{"type":"FRAME","id":"48:2858","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12991.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,90.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2859","48:2860"]},"47:1940":{"type":"TEXT","id":"47:1940","name":"Missed evidence rates","absoluteBoundingBox":{"x":552.0,"y":8166.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":8171.283203125,"width":186.939514160156,"height":13.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Missed evidence rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:506":{"type":"FRAME","id":"46:506","name":"Frame 31","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:507","46:508"]},"47:1939":{"type":"RECTANGLE","id":"47:1939","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":8138.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8138.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1997":{"type":"RECTANGLE","id":"47:1997","name":"Rectangle 6","absoluteBoundingBox":{"x":1488.0,"y":9515.09765625,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9515.09765625,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,272.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2231":{"type":"RECTANGLE","id":"47:2231","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":8470.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8470.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,47.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1938":{"type":"TEXT","id":"47:1938","name":"Annotation correction frequency","absoluteBoundingBox":{"x":552.0,"y":8092.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":552.460205078125,"y":8097.07861328125,"width":271.450073242188,"height":17.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Annotation correction frequency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1291":{"type":"TEXT","id":"47:1291","name":"Edge Cases","absoluteBoundingBox":{"x":2312.0,"y":7909.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":7913.6591796875,"width":112.391845703125,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2784":{"type":"FRAME","id":"48:2784","name":"Frame 27","absoluteBoundingBox":{"x":1488.0,"y":14765.8544921875,"width":640.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":14765.8544921875,"width":640.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,252.0]],"size":{"x":640.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2785","48:2786"]},"47:768":{"type":"FRAME","id":"47:768","name":"Frame 16","absoluteBoundingBox":{"x":1488.0,"y":1493.0,"width":640.0,"height":505.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":1493.0,"width":640.0,"height":505.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,896.0]],"size":{"x":640.0,"y":505.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:769"]},"47:2050":{"type":"FRAME","id":"47:2050","name":"Frame 290666","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2051","47:2053"]},"36:1057":{"type":"TEXT","id":"36:1057","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8294.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8300.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1118":{"type":"TEXT","id":"47:1118","name":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale. Manual rework loops resulted in poor traceability and limited audit visibility. High-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","absoluteBoundingBox":{"x":1714.66662597656,"y":5525.12890625,"width":186.666656494141,"height":418.0},"isolatedAbsoluteRenderBounds":{"x":1725.35412597656,"y":5529.85888671875,"width":169.07373046875,"height":412.95166015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.666656494141,"y":418.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale.\nManual rework loops resulted in poor traceability and limited audit visibility.\nHigh-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1199":{"type":"TEXT","id":"47:1199","name":"Reviewers","absoluteBoundingBox":{"x":64.0,"y":1602.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":65.2642059326172,"y":1606.33251953125,"width":98.9958038330078,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewers","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1933":{"type":"TEXT","id":"47:1933","name":"Time to identify missing information","absoluteBoundingBox":{"x":184.0,"y":8188.783203125,"width":301.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":8193.0791015625,"width":298.425109863281,"height":17.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":301.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time to identify missing information","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1927":{"type":"TEXT","id":"47:1927","name":"UX Success Metrics","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":7996.33154296875,"width":231.058731079102,"height":18.70751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"UX Success Metrics","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2712":{"type":"RECTANGLE","id":"48:2712","name":"image 27","absoluteBoundingBox":{"x":184.0,"y":10898.783203125,"width":1040.0,"height":817.535217285156},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10898.783203125,"width":1040.0,"height":817.53515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,491.0]],"size":{"x":1040.0,"y":817.535217285156},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1796":{"type":"TEXT","id":"47:1796","name":"Cognitive Load","absoluteBoundingBox":{"x":1957.33325195312,"y":8860.09765625,"width":170.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1958.341796875,"y":8863.7216796875,"width":143.364501953125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Cognitive Load","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:870":{"type":"RECTANGLE","id":"47:870","name":"image 2","absoluteBoundingBox":{"x":184.0,"y":2326.0,"width":1040.0,"height":651.710510253906},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2326.0,"width":1040.0,"height":651.71044921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":651.710510253906},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for projects","ariaAttributes":{},"interactions":[]},"47:1704":{"type":"FRAME","id":"47:1704","name":"Frame 22","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,6731.783203125]],"size":{"x":1040.0,"y":412.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1705"]},"47:2095":{"type":"FRAME","id":"47:2095","name":"Frame 290668","absoluteBoundingBox":{"x":2392.0,"y":8573.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8573.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,150.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2096","47:2098"]},"47:1739":{"type":"TEXT","id":"47:1739","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":932.0,"y":7827.783203125,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":932.7109375,"y":7833.24853515625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1989":{"type":"FRAME","id":"47:1989","name":"Frame 290663","absoluteBoundingBox":{"x":1488.0,"y":9393.09765625,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9393.09765625,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1990"]},"47:1722":{"type":"FRAME","id":"47:1722","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":7568.783203125,"width":304.0,"height":238.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7568.783203125,"width":304.0,"height":238.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":238.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1723","47:1724","47:1725","47:1727","47:1728","47:1729"]},"47:877":{"type":"FRAME","id":"47:877","name":"Frame 21","absoluteBoundingBox":{"x":1528.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,325.0]],"size":{"x":1040.0,"y":1398.70910644531},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:878","47:879"]},"47:1730":{"type":"TEXT","id":"47:1730","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":564.0,"y":7783.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":564.556823730469,"y":7789.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1415":{"type":"FRAME","id":"47:1415","name":"Frame 31","absoluteBoundingBox":{"x":1528.0,"y":5128.708984375,"width":1040.0,"height":516.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5128.708984375,"width":1040.0,"height":516.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,776.0]],"size":{"x":1040.0,"y":516.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1416","47:1417"]},"47:1725":{"type":"FRAME","id":"47:1725","name":"Frame 290663","absoluteBoundingBox":{"x":552.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1726"]},"36:316":{"type":"FRAME","id":"36:316","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":7439.783203125,"width":304.0,"height":238.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7439.783203125,"width":304.0,"height":238.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":238.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:317","36:318","36:751","36:319","36:320","36:760"]},"47:1726":{"type":"TEXT","id":"47:1726","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":564.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":564.556823730469,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2208":{"type":"FRAME","id":"47:2208","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8648.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8648.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2209"]},"47:1724":{"type":"TEXT","id":"47:1724","name":"Reduction in rework loops","absoluteBoundingBox":{"x":552.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":7621.283203125,"width":215.530700683594,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduction in rework loops","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3052":{"type":"FRAME","id":"48:3052","name":"Frame 28","absoluteBoundingBox":{"x":1528.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,282.0]],"size":{"x":1040.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3053","48:3054"]},"47:1973":{"type":"FRAME","id":"47:1973","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":9190.09765625,"width":640.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9190.09765625,"width":809.5361328125,"height":451.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1974","47:1976"]},"47:1242":{"type":"TEXT","id":"47:1242","name":"Reviewers","absoluteBoundingBox":{"x":2272.0,"y":1602.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2273.26416015625,"y":1606.33251953125,"width":98.995849609375,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewers","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1132":{"type":"TEXT","id":"36:1132","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":4063.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.33312988281,"y":4069.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1497":{"type":"TEXT","id":"47:1497","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":8617.09765625,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.86010742188,"y":8622.5625,"width":40.7496337890625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2354":{"type":"FRAME","id":"47:2354","name":"Frame 290673","absoluteBoundingBox":{"x":2806.0,"y":9245.783203125,"width":626.0,"height":331.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":9245.783203125,"width":626.0,"height":331.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":331.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2355","47:2356"]},"47:1709":{"type":"FRAME","id":"47:1709","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":7568.783203125,"width":304.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7568.783203125,"width":304.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1710","47:1711","47:1712","47:1714","47:1715","47:1716","47:1718","47:1719","47:1720"]},"47:1866":{"type":"TEXT","id":"47:1866","name":"Missed evidence rates","absoluteBoundingBox":{"x":2760.0,"y":8166.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2761.58520507812,"y":8171.283203125,"width":186.939453125,"height":13.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Missed evidence rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1048":{"type":"RECTANGLE","id":"47:1048","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":3957.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3957.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1720":{"type":"FRAME","id":"47:1720","name":"Frame 290665","absoluteBoundingBox":{"x":184.0,"y":7904.783203125,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7904.783203125,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,336.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1721"]},"47:1508":{"type":"TEXT","id":"47:1508","name":"Reviewer rejection rates","absoluteBoundingBox":{"x":1722.66662597656,"y":8571.09765625,"width":170.666656494141,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1724.04736328125,"y":8575.59765625,"width":152.35205078125,"height":35.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":170.666656494141,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewer rejection rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:257":{"type":"TEXT","id":"45:257","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2432.5,"y":8686.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":8690.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-14.5],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1718":{"type":"RECTANGLE","id":"47:1718","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":7830.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7830.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,262.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1107":{"type":"TEXT","id":"47:1107","name":"Insights","absoluteBoundingBox":{"x":1941.33325195312,"y":4095.12866210938,"width":186.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1942.59741210938,"y":4098.75244140625,"width":76.0684814453125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:400":{"type":"FRAME","id":"45:400","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":82.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":82.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":82.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:401","45:402"]},"46:524":{"type":"TEXT","id":"46:524","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1715":{"type":"TEXT","id":"47:1715","name":"Reduced manual annotation effort","absoluteBoundingBox":{"x":184.0,"y":7737.783203125,"width":288.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.585220336914,"y":7742.07861328125,"width":284.866455078125,"height":13.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":288.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduced manual annotation effort","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:369":{"type":"TEXT","id":"36:369","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":1528.0,"y":4201.708984375,"width":304.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1528.86926269531,"y":4206.00439453125,"width":244.259399414062,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,334.0]],"size":{"x":304.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:962":{"type":"FRAME","id":"47:962","name":"Frame 14","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:963"]},"20:1427":{"type":"RECTANGLE","id":"20:1427","name":"Rectangle 5","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1712":{"type":"FRAME","id":"47:1712","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1713"]},"47:2000":{"type":"TEXT","id":"47:2000","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":9543.09765625,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.70593261719,"y":9548.333984375,"width":170.6064453125,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1711":{"type":"TEXT","id":"47:1711","name":"Case throughput per analyst","absoluteBoundingBox":{"x":184.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.073867797852,"y":7621.51318359375,"width":237.92741394043,"height":17.15625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2334":{"type":"FRAME","id":"47:2334","name":"Frame 4","absoluteBoundingBox":{"x":598.0,"y":9804.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9804.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2335"]},"47:1115":{"type":"TEXT","id":"47:1115","name":"Locating documents assigned for review was slow and required unnecessary navigation. Providing review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions. While reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming. Reviewers focused on identifying exceptions rather than rechecking completeness. Pattern recognition and rapid visual scanning were the primary review strategies.","absoluteBoundingBox":{"x":1488.0,"y":5525.12890625,"width":186.66667175293,"height":814.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":5529.62890625,"width":173.962524414062,"height":809.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.66667175293,"y":814.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Locating documents assigned for review was slow and required unnecessary navigation.\nProviding review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions.\nWhile reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming.\nReviewers focused on identifying exceptions rather than rechecking completeness.\nPattern recognition and rapid visual scanning were the primary review strategies.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1710":{"type":"TEXT","id":"47:1710","name":"Efficiency & Scale","absoluteBoundingBox":{"x":184.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":7572.40673828125,"width":171.014846801758,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency & Scale","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1747":{"type":"FRAME","id":"20:1747","name":"Frame 30","absoluteBoundingBox":{"x":184.0,"y":5037.708984375,"width":1040.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5037.708984375,"width":1040.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["20:1748","20:1751","20:1754"]},"48:2619":{"type":"RECTANGLE","id":"48:2619","name":"image 8","absoluteBoundingBox":{"x":2272.0,"y":3036.763671875,"width":640.0,"height":578.728210449219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":3036.763671875,"width":640.0,"height":578.728271484375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":578.728210449219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2098":{"type":"TEXT","id":"47:2098","name":"“I feel more confident to handle complex cases”","absoluteBoundingBox":{"x":2508.0,"y":8573.783203125,"width":401.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2508.86938476562,"y":8578.0791015625,"width":398.9072265625,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":401.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I feel more confident to handle complex cases”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2213":{"type":"FRAME","id":"47:2213","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8723.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8723.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2214"]},"20:1726":{"type":"TEXT","id":"20:1726","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1408.0,"y":2661.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2661.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1436":{"type":"TEXT","id":"47:1436","name":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it. Missing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","absoluteBoundingBox":{"x":1888.0,"y":5804.708984375,"width":320.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":1898.6875,"y":5809.208984375,"width":298.929443359375,"height":167.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it.\nMissing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:187":{"type":"TEXT","id":"45:187","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":46.0,"height":3476.0},"isolatedAbsoluteRenderBounds":{"x":3311.38354492188,"y":6373.00439453125,"width":44.46728515625,"height":3467.90869140625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":46.0,"y":3476.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1737":{"type":"TEXT","id":"47:1737","name":"Adoption of AI-assisted workflows across teams","absoluteBoundingBox":{"x":920.0,"y":7759.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.460205078125,"y":7764.07861328125,"width":287.953247070312,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Adoption of AI-assisted workflows across teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1842":{"type":"FRAME","id":"21:1842","name":"Frame 30","absoluteBoundingBox":{"x":1408.0,"y":2773.0,"width":2928.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2773.0,"width":2928.0,"height":1680.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,56.0]],"size":{"x":2928.0,"y":1680.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"children":["21:1843","21:1846","21:1849"]},"47:1477":{"type":"TEXT","id":"47:1477","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":184.0,"y":6373.708984375,"width":1040.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":6378.00439453125,"width":1010.44653320312,"height":193.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1354":{"type":"FRAME","id":"47:1354","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3525.708984375]],"size":{"x":1040.0,"y":1957.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1355"]},"15:346":{"type":"TEXT","id":"15:346","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":2304.0,"y":890.0,"width":311.0,"height":528.0},"isolatedAbsoluteRenderBounds":{"x":2305.83227539062,"y":898.744323730469,"width":299.4716796875,"height":518.437438964844},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":311.0,"y":528.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1384":{"type":"RECTANGLE","id":"47:1384","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":5684.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5684.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1332.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:934":{"type":"FRAME","id":"47:934","name":"Frame 19","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":783.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.291015625]],"size":{"x":1040.0,"y":457.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:935"]},"15:404":{"type":"RECTANGLE","id":"15:404","name":"Rectangle 2","absoluteBoundingBox":{"x":1568.0,"y":340.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":340.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1388":{"type":"FRAME","id":"47:1388","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":5766.708984375,"width":320.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5766.708984375,"width":320.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1389","47:1390"]},"36:1058":{"type":"TEXT","id":"36:1058","name":"“Validation feels more like supervision than manual work”","absoluteBoundingBox":{"x":300.0,"y":8294.783203125,"width":479.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8299.0791015625,"width":476.388061523438,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":479.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Validation feels more like supervision than manual work”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:955":{"type":"FRAME","id":"47:955","name":"Frame 22","absoluteBoundingBox":{"x":800.0,"y":836.708984375,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":800.0,"y":836.708984375,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:956","47:957","47:958","47:959"]},"47:1390":{"type":"TEXT","id":"47:1390","name":"Supervisors lacked visibility into case progress across entities belonging to the same parent company. Operational efficiency and team performance had to be calculated manually, outside the platform. Identifying blockers within a project was difficult, increasing the risk of late-stage delays. Project metrics relied on manually updated case statuses, which were often outdated or inconsistent. Supervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details. Individual cases were rarely inspected unless surfaced by metrics or alerts.","absoluteBoundingBox":{"x":184.0,"y":5804.708984375,"width":320.0,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":5809.208984375,"width":299.800415039062,"height":453.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors lacked visibility into case progress across entities belonging to the same parent company.\nOperational efficiency and team performance had to be calculated manually, outside the platform.\nIdentifying blockers within a project was difficult, increasing the risk of late-stage delays.\nProject metrics relied on manually updated case statuses, which were often outdated or inconsistent.\nSupervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details.\nIndividual cases were rarely inspected unless surfaced by metrics or alerts.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3059":{"type":"TEXT","id":"48:3059","name":"Delivery","absoluteBoundingBox":{"x":1528.0,"y":13397.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":13401.203125,"width":78.6519775390625,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"37:191":{"type":"TEXT","id":"37:191","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":9314.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":9318.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1071":{"type":"FRAME","id":"47:1071","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":3841.708984375,"width":304.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3841.708984375,"width":304.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1072","47:1073","47:1074","47:1075","47:1076","47:1077"]},"18:493":{"type":"TEXT","id":"18:493","name":"Here is a sample of user-centric design projects I’ve worked on.","absoluteBoundingBox":{"x":2432.0,"y":847.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2433.91772460938,"y":851.727294921875,"width":715.970458984375,"height":23.4545288085938},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Here is a sample of user-centric design projects I’ve worked on.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:875":{"type":"TEXT","id":"47:875","name":"Understanding the problem space","absoluteBoundingBox":{"x":1528.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":2005.54833984375,"width":393.14990234375,"height":23.6334228515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1774":{"type":"FRAME","id":"47:1774","name":"Frame 290664","absoluteBoundingBox":{"x":2264.0,"y":7827.783203125,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":7827.783203125,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1775"]},"47:1376":{"type":"TEXT","id":"47:1376","name":"Observations","absoluteBoundingBox":{"x":184.0,"y":5166.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":5170.33251953125,"width":129.43977355957,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1439":{"type":"TEXT","id":"47:1439","name":"Bulk efficiency must not come at the cost of individual case accountability. A case-first architecture is essential for meaningful progress tracking across projects and entities. Early investment in configurability scales better than client-specific custom builds. Supervisors need surfaced signals and exceptions, not exhaustive data views.","absoluteBoundingBox":{"x":2248.0,"y":5804.708984375,"width":320.0,"height":286.0},"isolatedAbsoluteRenderBounds":{"x":2258.6875,"y":5809.00439453125,"width":305.53466796875,"height":277.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":286.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Bulk efficiency must not come at the cost of individual case accountability.\nA case-first architecture is essential for meaningful progress tracking across projects and entities.\nEarly investment in configurability scales better than client-specific custom builds.\nSupervisors need surfaced signals and exceptions, not exhaustive data views.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1165":{"type":"RECTANGLE","id":"20:1165","name":"image 2","absoluteBoundingBox":{"x":184.0,"y":2197.0,"width":1040.0,"height":651.710510253906},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2197.0,"width":1040.0,"height":651.71044921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":651.710510253906},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for projects","ariaAttributes":{},"interactions":[]},"36:304":{"type":"FRAME","id":"36:304","name":"Frame 22","absoluteBoundingBox":{"x":184.0,"y":7386.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7386.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,6731.783203125]],"size":{"x":1040.0,"y":412.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["36:305"]},"47:1368":{"type":"FRAME","id":"47:1368","name":"Frame 28","absoluteBoundingBox":{"x":904.0,"y":4390.708984375,"width":320.0,"height":236.0},"isolatedAbsoluteRenderBounds":{"x":904.0,"y":4390.708984375,"width":320.0,"height":236.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":236.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1369","47:1370"]},"47:2362":{"type":"FRAME","id":"47:2362","name":"Frame 4","absoluteBoundingBox":{"x":2806.0,"y":9804.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":9804.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2363"]},"47:2257":{"type":"FRAME","id":"47:2257","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":9665.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9665.09765625,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2258"]},"36:1134":{"type":"FRAME","id":"36:1134","name":"Frame 290669","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":960.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":960.0,"y":23.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1135","36:1137"]},"47:1705":{"type":"FRAME","id":"47:1705","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":412.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1706","47:1708"]},"36:365":{"type":"TEXT","id":"36:365","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":1528.0,"y":3915.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.92041015625,"y":3920.208984375,"width":266.946411132812,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1099":{"type":"TEXT","id":"36:1099","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8444.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8450.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2270":{"type":"FRAME","id":"47:2270","name":"Frame 3","absoluteBoundingBox":{"x":1488.0,"y":11126.3193359375,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11126.3193359375,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2271"]},"20:1669":{"type":"TEXT","id":"20:1669","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":2432.0,"y":842.0,"width":640.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2434.87646484375,"y":849.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1382":{"type":"TEXT","id":"47:1382","name":"Insights","absoluteBoundingBox":{"x":904.0,"y":5166.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":905.264221191406,"y":5170.33251953125,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1366":{"type":"TEXT","id":"47:1366","name":"Edge Cases","absoluteBoundingBox":{"x":544.0,"y":4390.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":545.264221191406,"y":4394.96484375,"width":112.391906738281,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1252":{"type":"TEXT","id":"47:1252","name":"Review workflows should prioritise exception handling over full revalidation. Mandatory review states are essential to ensure accountability and audit readiness. Human-in-the-loop checkpoints must be explicit and traceable, not implicit. The same data requires different representations depending on reviewer versus annotator needs.","absoluteBoundingBox":{"x":2992.0,"y":1678.708984375,"width":320.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":3002.6875,"y":1683.00439453125,"width":306.5546875,"height":255.934692382812},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Review workflows should prioritise exception handling over full revalidation.\nMandatory review states are essential to ensure accountability and audit readiness.\nHuman-in-the-loop checkpoints must be explicit and traceable, not implicit.\nThe same data requires different representations depending on reviewer versus annotator needs.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:541":{"type":"TEXT","id":"18:541","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":224.0,"y":1209.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":224.681823730469,"y":1213.72729492188,"width":929.240905761719,"height":139.454467773438},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,309.0]],"size":{"x":960.0,"y":145.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1363":{"type":"TEXT","id":"47:1363","name":"Observations","absoluteBoundingBox":{"x":184.0,"y":4390.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":4394.33251953125,"width":129.43977355957,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3053":{"type":"TEXT","id":"48:3053","name":"Data Science","absoluteBoundingBox":{"x":1528.0,"y":13183.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":13187.203125,"width":125.403930664062,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Data Science","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2070":{"type":"FRAME","id":"47:2070","name":"Frame 290670","absoluteBoundingBox":{"x":184.0,"y":8723.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8723.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,300.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2071","47:2073"]},"48:2883":{"type":"TEXT","id":"48:2883","name":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","absoluteBoundingBox":{"x":184.0,"y":13878.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":13882.875,"width":981.863830566406,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:533":{"type":"FRAME","id":"18:533","name":"Frame 12","absoluteBoundingBox":{"x":64.0,"y":847.0,"width":1280.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":847.0,"width":1280.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:534"]},"47:1360":{"type":"TEXT","id":"47:1360","name":"Analysts","absoluteBoundingBox":{"x":184.0,"y":4352.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":4357.16357421875,"width":84.3958892822266,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2321":{"type":"TEXT","id":"47:2321","name":"Annotation Tool Traditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two.","absoluteBoundingBox":{"x":598.0,"y":8928.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":598.428283691406,"y":8932.9443359375,"width":613.350158691406,"height":124.0693359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Annotation Tool\nTraditional annotation was a multi step regulatory process. Annotators had to constantly switch contexts between various tools. So we needed to give them a single platform where they could view, annotate and submit documents. At the same time, data science team was in dire need for true KYC data to train models. So we combined the two. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2579":{"type":"TEXT","id":"48:2579","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":10338.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":10341.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2566":{"type":"FRAME","id":"48:2566","name":"Frame 290673","absoluteBoundingBox":{"x":144.0,"y":12006.09765625,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":12006.09765625,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2567","48:2568"]},"20:1748":{"type":"FRAME","id":"20:1748","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":5037.708984375,"width":320.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5037.708984375,"width":320.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1749","20:1750"]},"47:1044":{"type":"FRAME","id":"47:1044","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":3841.708984375,"width":1040.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3841.708984375,"width":1040.0,"height":404.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1045","47:1052","47:1061"]},"36:594":{"type":"TEXT","id":"36:594","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":3074.66650390625,"y":3884.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3076.04711914062,"y":3889.208984375,"width":267.8291015625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1061":{"type":"FRAME","id":"47:1061","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":3841.708984375,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":3841.708984375,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1062","47:1063","47:1064","47:1065"]},"47:2198":{"type":"FRAME","id":"47:2198","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8498.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8498.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2199"]},"47:1108":{"type":"TEXT","id":"47:1108","name":"Reducing context switching has a greater impact than speeding up individual actions. Analysts need support maintaining case context across documents, not just faster annotation tools. AI is most effective when it supports validation rather than replacing judgement.","absoluteBoundingBox":{"x":1941.33325195312,"y":4133.12890625,"width":186.666656494141,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":1952.02075195312,"y":4137.62890625,"width":165.6630859375,"height":391.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.666656494141,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reducing context switching has a greater impact than speeding up individual actions.\nAnalysts need support maintaining case context across documents, not just faster annotation tools.\nAI is most effective when it supports validation rather than replacing judgement.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2911":{"type":"TEXT","id":"48:2911","name":"Trade-offs Negotiated with Stakeholders","absoluteBoundingBox":{"x":2392.0,"y":13559.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2392.71020507812,"y":13563.203125,"width":394.5771484375,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Trade-offs Negotiated with Stakeholders","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:522":{"type":"TEXT","id":"46:522","name":"Ran regular cross-team reviews Acted as UX point-of-contact across platform","absoluteBoundingBox":{"x":184.0,"y":13598.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13603.0791015625,"width":398.926330566406,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ran regular cross-team reviews\nActed as UX point-of-contact across platform","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2186":{"type":"FRAME","id":"47:2186","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7586.783203125]],"size":{"x":1040.0,"y":451.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:2187"]},"47:2059":{"type":"RECTANGLE","id":"47:2059","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":8545.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8545.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1087":{"type":"FRAME","id":"47:1087","name":"Frame 22","absoluteBoundingBox":{"x":2264.0,"y":3841.708984375,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":3841.708984375,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1088","47:1089","47:1090","47:1091"]},"46:563":{"type":"FRAME","id":"46:563","name":"Frame 28","absoluteBoundingBox":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07409667969},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.708984375,"width":1040.0,"height":1165.07409667969},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,2598.708984375]],"size":{"x":1040.0,"y":1165.07409667969},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:564","46:566"]},"47:1063":{"type":"TEXT","id":"47:1063","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":920.0,"y":3889.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":921.380676269531,"y":3894.208984375,"width":267.829040527344,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2562":{"type":"FRAME","id":"48:2562","name":"Frame 4","absoluteBoundingBox":{"x":144.0,"y":11525.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":11525.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2563"]},"47:1218":{"type":"TEXT","id":"47:1218","name":"Edge Cases","absoluteBoundingBox":{"x":424.0,"y":2240.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":425.264190673828,"y":2244.96459960938,"width":112.391937255859,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1971":{"type":"TEXT","id":"47:1971","name":"Analyst-reported fatigue during long sessions","absoluteBoundingBox":{"x":2264.0,"y":8188.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2264.46020507812,"y":8193.0791015625,"width":263.736572265625,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analyst-reported fatigue during long sessions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1734":{"type":"FRAME","id":"47:1734","name":"Frame 290663","absoluteBoundingBox":{"x":920.0,"y":7684.783203125,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7684.783203125,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1735"]},"47:1060":{"type":"TEXT","id":"47:1060","name":"Case lifecycle analysis (delays, rework loops, handoffs)","absoluteBoundingBox":{"x":552.0,"y":4201.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":553.073852539062,"y":4206.00439453125,"width":257.339111328125,"height":39.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,360.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case lifecycle analysis (delays, rework loops, handoffs)","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1428":{"type":"FRAME","id":"47:1428","name":"Frame 33","absoluteBoundingBox":{"x":1528.0,"y":5728.708984375,"width":1040.0,"height":538.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5728.708984375,"width":1040.0,"height":538.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1376.0]],"size":{"x":1040.0,"y":538.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1429","47:1430"]},"48:2569":{"type":"TEXT","id":"48:2569","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":160.0,"y":12182.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":160.0,"y":12185.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"21:1920":{"type":"RECTANGLE","id":"21:1920","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":5555.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5555.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1332.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1059":{"type":"RECTANGLE","id":"47:1059","name":"Rectangle 5","absoluteBoundingBox":{"x":552.0,"y":4173.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":4173.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,332.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1639":{"type":"TEXT","id":"47:1639","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":10949.068359375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.55688476562,"y":10954.3046875,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1053":{"type":"TEXT","id":"47:1053","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":552.0,"y":3841.708984375,"width":304.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":552.475830078125,"y":3845.33251953125,"width":222.501708984375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2214":{"type":"TEXT","id":"47:2214","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8723.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8729.01953125,"width":170.606353759766,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1391":{"type":"FRAME","id":"47:1391","name":"Frame 27","absoluteBoundingBox":{"x":544.0,"y":5766.708984375,"width":320.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":544.0,"y":5766.708984375,"width":320.0,"height":214.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1392","47:1393"]},"47:1045":{"type":"FRAME","id":"47:1045","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":3841.708984375,"width":304.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3841.708984375,"width":304.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1046","47:1047","47:1048","47:1049","47:1050","47:1051"]},"47:1050":{"type":"RECTANGLE","id":"47:1050","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":4053.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4053.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2882":{"type":"FRAME","id":"48:2882","name":"Frame 290676","absoluteBoundingBox":{"x":184.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13878.5791015625,"width":1040.0,"height":346.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":346.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2883","48:2884","48:2887"]},"11:160":{"type":"FRAME","id":"11:160","name":"Frame 6","absoluteBoundingBox":{"x":1408.0,"y":6466.0,"width":800.0,"height":256.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":6466.0,"width":800.0,"height":256.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,5656.0]],"size":{"x":800.0,"y":256.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["11:158","11:139"]},"37:193":{"type":"FRAME","id":"37:193","name":"Frame 3","absoluteBoundingBox":{"x":2447.0,"y":8674.708984375,"width":126.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":8674.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2275.0]],"size":{"x":126.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["37:194"]},"47:1186":{"type":"TEXT","id":"47:1186","name":"Analysts","absoluteBoundingBox":{"x":64.0,"y":826.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":64.4758529663086,"y":831.163513183594,"width":84.395881652832,"height":18.6363525390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:351":{"type":"TEXT","id":"15:351","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":1508.0,"y":1114.0,"width":600.0,"height":240.0},"isolatedAbsoluteRenderBounds":{"x":1509.83239746094,"y":1122.74426269531,"width":581.430053710938,"height":230.4375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,260.0]],"size":{"x":600.0,"y":240.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1753":{"type":"TEXT","id":"20:1753","name":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale. Manual rework loops resulted in poor traceability and limited audit visibility. High-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","absoluteBoundingBox":{"x":544.0,"y":5075.708984375,"width":320.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":554.6875,"y":5080.208984375,"width":307.799072265625,"height":215.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale.\nManual rework loops resulted in poor traceability and limited audit visibility.\nHigh-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2319":{"type":"RECTANGLE","id":"47:2319","name":"image 26","absoluteBoundingBox":{"x":184.0,"y":8928.783203125,"width":400.0,"height":253.0},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8928.783203125,"width":400.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":253.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:253":{"type":"FRAME","id":"45:253","name":"Frame 3","absoluteBoundingBox":{"x":598.0,"y":10017.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":10017.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["45:254"]},"11:95":{"type":"TEXT","id":"11:95","name":"Text","absoluteBoundingBox":{"x":0.0,"y":0.0,"width":14.0,"height":12.0},"isolatedAbsoluteRenderBounds":{"x":0.248579546809196,"y":2.72727251052856,"width":12.1271305084229,"height":9.43181800842285},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":14.0,"y":12.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"strokeWeight":0.0,"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ag","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":10.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.0,"letterSpacingValue":0.0,"letterSpacingUnit":"PERCENT","lineHeightPx":12.1022720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1370":{"type":"TEXT","id":"47:1370","name":"Reducing context switching has a greater impact than speeding up individual actions. Analysts need support maintaining case context across documents, not just faster annotation tools. AI is most effective when it supports validation rather than replacing judgement.","absoluteBoundingBox":{"x":904.0,"y":4428.708984375,"width":320.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":914.6875,"y":4433.208984375,"width":306.4326171875,"height":193.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reducing context switching has a greater impact than speeding up individual actions.\nAnalysts need support maintaining case context across documents, not just faster annotation tools.\nAI is most effective when it supports validation rather than replacing judgement.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1375":{"type":"FRAME","id":"47:1375","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":5166.708984375,"width":320.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5166.708984375,"width":320.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1376","47:1377"]},"47:1042":{"type":"FRAME","id":"47:1042","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":3788.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3788.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1043"]},"20:1305":{"type":"FRAME","id":"20:1305","name":"Frame 19","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":1700.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1306"]},"47:1043":{"type":"TEXT","id":"47:1043","name":"Research & Discovery","absoluteBoundingBox":{"x":184.0,"y":3788.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":3793.25732421875,"width":251.098556518555,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:864":{"type":"FRAME","id":"47:864","name":"Frame 18","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2001.0,"width":1040.0,"height":1723.70910644531},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,1217.0]],"size":{"x":1040.0,"y":1723.70910644531},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:865","47:869"]},"47:1392":{"type":"TEXT","id":"47:1392","name":"Edge Cases","absoluteBoundingBox":{"x":544.0,"y":5766.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":545.264221191406,"y":5770.96484375,"width":112.391906738281,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:301":{"type":"TEXT","id":"45:301","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:835":{"type":"FRAME","id":"36:835","name":"Frame 24","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":359.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":960.0,"y":359.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["36:836"]},"47:871":{"type":"RECTANGLE","id":"47:871","name":"image 3","absoluteBoundingBox":{"x":184.0,"y":3017.71044921875,"width":1040.0,"height":706.998596191406},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3017.71044921875,"width":1040.0,"height":706.99853515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,691.710510253906]],"size":{"x":1040.0,"y":706.998596191406},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for annotation tool","ariaAttributes":{},"interactions":[]},"20:1402":{"type":"FRAME","id":"20:1402","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":3712.708984375,"width":1040.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3712.708984375,"width":1040.0,"height":404.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["20:1398","20:1394","20:1390"]},"47:1133":{"type":"TEXT","id":"47:1133","name":"Insights","absoluteBoundingBox":{"x":1941.33325195312,"y":6461.12890625,"width":186.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1942.59741210938,"y":6464.75244140625,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:866":{"type":"FRAME","id":"47:866","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2001.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:867"]},"47:1577":{"type":"TEXT","id":"47:1577","name":"Accuracy & Compliance","absoluteBoundingBox":{"x":552.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":552.475830078125,"y":7572.40673828125,"width":229.628234863281,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accuracy & Compliance","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:865":{"type":"FRAME","id":"47:865","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":285.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2001.0,"width":1040.0,"height":285.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":285.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:866","47:868"]},"48:2702":{"type":"FRAME","id":"48:2702","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,9623.783203125]],"size":{"x":1040.0,"y":2386.79565429688},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2703","48:2705","48:2706","48:2709","48:2712","48:2713"]},"18:559":{"type":"COMPONENT_SET","id":"18:559","name":"FinTrU Logo","absoluteBoundingBox":{"x":401.0,"y":-1886.0,"width":887.64892578125,"height":100.0},"isolatedAbsoluteRenderBounds":{"x":401.0,"y":-1886.0,"width":887.64892578125,"height":100.0},"relativeTransform":[[1.0,0.0,401.0],[0.0,1.0,-1886.0]],"size":{"x":887.64892578125,"y":100.0},"fills":[],"strokeAlign":"INSIDE","strokeDashes":[10.0,5.0],"strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.592156887054443,"g":0.278431385755539,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"children":["18:632"],"componentPropertyDefinitions":{"Property 2":{"type":"VARIANT","defaultValue":"Blue","variantOptions":["Black","Blue","White"]}}},"47:2147":{"type":"TEXT","id":"47:2147","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":13171.068359375,"width":125.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.7060546875,"y":13176.3046875,"width":123.548828125,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":125.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:868":{"type":"TEXT","id":"47:868","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":184.0,"y":2044.0,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":184.5625,"y":2048.29541015625,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1056":{"type":"TEXT","id":"47:1056","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":552.0,"y":4009.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":552.460205078125,"y":4014.208984375,"width":265.775512695312,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:836":{"type":"FRAME","id":"47:836","name":"Frame 16","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,780.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:837"]},"20:1295":{"type":"RECTANGLE","id":"20:1295","name":"image 3","absoluteBoundingBox":{"x":2272.0,"y":1439.1923828125,"width":953.0,"height":647.85546875},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":1439.1923828125,"width":953.0,"height":647.85546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,597.192443847656]],"size":{"x":953.0,"y":647.85546875},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:3041":{"type":"FRAME","id":"48:3041","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,12074.5791015625]],"size":{"x":1040.0,"y":913.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:3042","48:3044"]},"47:837":{"type":"FRAME","id":"47:837","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:838","47:840"]},"47:795":{"type":"FRAME","id":"47:795","name":"Frame 21","absoluteBoundingBox":{"x":1488.0,"y":2457.0,"width":640.0,"height":876.128723144531},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":2457.0,"width":640.0,"height":876.12890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,435.0]],"size":{"x":640.0,"y":876.128723144531},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:796","47:797"]},"47:840":{"type":"TEXT","id":"47:840","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":184.0,"y":1607.0,"width":1040.0,"height":330.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":1611.29541015625,"width":1029.67333984375,"height":321.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":330.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1359":{"type":"FRAME","id":"47:1359","name":"Frame 32","absoluteBoundingBox":{"x":184.0,"y":4352.708984375,"width":1040.0,"height":692.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4352.708984375,"width":1040.0,"height":692.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":692.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1360","47:1361"]},"15:385":{"type":"FRAME","id":"15:385","name":"Frame 11","absoluteBoundingBox":{"x":2312.0,"y":244.0,"width":295.0,"height":428.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":244.0,"width":295.0,"height":428.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,64.0]],"size":{"x":295.0,"y":428.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:386","15:387"]},"47:2324":{"type":"FRAME","id":"47:2324","name":"Frame 290673","absoluteBoundingBox":{"x":184.0,"y":9245.783203125,"width":1040.0,"height":331.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9245.783203125,"width":1040.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,317.0]],"size":{"x":1040.0,"y":331.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2325","47:2326"]},"18:536":{"type":"FRAME","id":"18:536","name":"Frame 6","absoluteBoundingBox":{"x":224.0,"y":980.0,"width":960.0,"height":32.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":980.0,"width":960.0,"height":32.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,80.0]],"size":{"x":960.0,"y":32.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:537","18:538"]},"18:538":{"type":"RECTANGLE","id":"18:538","name":"Rectangle 1","absoluteBoundingBox":{"x":224.0,"y":1010.0,"width":960.0,"height":2.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":1010.0,"width":960.0,"height":2.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,30.0]],"size":{"x":960.0,"y":2.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1306":{"type":"FRAME","id":"47:1306","name":"Frame 28","absoluteBoundingBox":{"x":2312.0,"y":9557.4033203125,"width":295.0,"height":346.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":9557.4033203125,"width":295.0,"height":346.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,838.0]],"size":{"x":295.0,"y":346.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1307","47:1308"]},"18:532":{"type":"TEXT","id":"18:532","name":"Selected Work","absoluteBoundingBox":{"x":224.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":225.454544067383,"y":791.409118652344,"width":221.77033996582,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:814":{"type":"TEXT","id":"36:814","name":"Research & Discovery","absoluteBoundingBox":{"x":1528.0,"y":3814.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":3819.25732421875,"width":251.098510742188,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:475":{"type":"FRAME","id":"18:475","name":"Frame 12","absoluteBoundingBox":{"x":64.0,"y":784.0,"width":1280.0,"height":650.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":784.0,"width":1280.0,"height":650.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,684.0]],"size":{"x":1280.0,"y":650.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["18:476","18:479","18:481","47:780","47:808","47:934","47:1180","47:1452","47:1558","47:1826","47:2044","47:2314","48:2612","48:2702","48:2853","48:2879"]},"47:846":{"type":"FRAME","id":"47:846","name":"Frame 18","absoluteBoundingBox":{"x":2312.0,"y":3306.0,"width":295.0,"height":1219.40307617188},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":3306.0,"width":295.0,"height":1219.4033203125},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,2514.0]],"size":{"x":295.0,"y":1219.40307617188},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:847","47:851"]},"48:2879":{"type":"FRAME","id":"48:2879","name":"Frame 28","absoluteBoundingBox":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":389.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,13051.5791015625]],"size":{"x":1040.0,"y":389.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2880","48:2882"]},"20:1689":{"type":"TEXT","id":"20:1689","name":"Analysts","absoluteBoundingBox":{"x":184.0,"y":4223.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":4228.16357421875,"width":84.3958892822266,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:292":{"type":"FRAME","id":"45:292","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":10401.783203125,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10401.783203125,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,123.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:293","45:294"]},"47:1185":{"type":"FRAME","id":"47:1185","name":"Frame 32","absoluteBoundingBox":{"x":64.0,"y":826.708984375,"width":1040.0,"height":692.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":826.708984375,"width":1040.0,"height":692.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":692.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1186","47:1187"]},"48:2889":{"type":"TEXT","id":"48:2889","name":"I’d invest earlier in supervisor-level configurations, not just analyst workflows. Configurable workflows paid off — we could support multiple banks without custom builds. I would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","absoluteBoundingBox":{"x":184.0,"y":14136.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":14140.875,"width":951.343383789062,"height":83.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’d invest earlier in supervisor-level configurations, not just analyst workflows.\nConfigurable workflows paid off — we could support multiple banks without custom builds.\nI would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1435":{"type":"TEXT","id":"47:1435","name":"Edge Cases","absoluteBoundingBox":{"x":1888.0,"y":5766.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1889.26416015625,"y":5770.96484375,"width":112.391967773438,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"42:310":{"type":"RECTANGLE","id":"42:310","name":"image 9","absoluteBoundingBox":{"x":1528.0,"y":6399.92578125,"width":900.0,"height":625.0},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.92578125,"width":900.0,"height":625.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.216796875]],"size":{"x":900.0,"y":625.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:716":{"type":"TEXT","id":"36:716","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":2733.33325195312,"y":4072.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2733.79345703125,"y":4077.208984375,"width":265.775390625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:358":{"type":"RECTANGLE","id":"15:358","name":"Rectangle 2","absoluteBoundingBox":{"x":1488.0,"y":200.0,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":200.0,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2550":{"type":"FRAME","id":"48:2550","name":"Frame 3","absoluteBoundingBox":{"x":144.0,"y":10326.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":10326.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2551"]},"36:752":{"type":"TEXT","id":"36:752","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":564.0,"y":7533.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":564.556823730469,"y":7539.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1728":{"type":"TEXT","id":"47:1728","name":"Reviewer rejection rates","absoluteBoundingBox":{"x":552.0,"y":7737.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":7742.283203125,"width":200.310180664062,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewer rejection rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2884":{"type":"FRAME","id":"48:2884","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,68.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2885","48:2886"]},"47:2330":{"type":"FRAME","id":"47:2330","name":"Frame 290674","absoluteBoundingBox":{"x":184.0,"y":9640.783203125,"width":1040.0,"height":278.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9640.783203125,"width":1040.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,712.0]],"size":{"x":1040.0,"y":278.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2331","47:2332"]},"47:1742":{"type":"FRAME","id":"47:1742","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7515.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1743"]},"20:1740":{"type":"FRAME","id":"20:1740","name":"Frame 28","absoluteBoundingBox":{"x":904.0,"y":4261.708984375,"width":320.0,"height":236.0},"isolatedAbsoluteRenderBounds":{"x":904.0,"y":4261.708984375,"width":320.0,"height":236.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":236.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1715","20:1716"]},"48:2878":{"type":"TEXT","id":"48:2878","name":"Ran regular cross-team reviews Acted as UX point-of-contact across platform","absoluteBoundingBox":{"x":184.0,"y":13727.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13732.0791015625,"width":398.926330566406,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ran regular cross-team reviews\nActed as UX point-of-contact across platform","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1409":{"type":"TEXT","id":"47:1409","name":"Edge Cases","absoluteBoundingBox":{"x":1888.0,"y":4390.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1889.26416015625,"y":4394.96484375,"width":112.391967773438,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3061":{"type":"FRAME","id":"48:3061","name":"Frame 31","absoluteBoundingBox":{"x":1528.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,658.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3062","48:3063"]},"48:2872":{"type":"TEXT","id":"48:2872","name":"Delivered engineering-ready Figma files ahead of sprint Worked one sprint ahead to de-risk complex workflows Used shared artefacts as a single source of truth Held design walkthroughs with engineering & QA Participated in design QA during development","absoluteBoundingBox":{"x":184.0,"y":13425.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13429.875,"width":482.680480957031,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivered engineering-ready Figma files ahead of sprint\nWorked one sprint ahead to de-risk complex workflows\nUsed shared artefacts as a single source of truth\nHeld design walkthroughs with engineering & QA\nParticipated in design QA during development","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1624":{"type":"FRAME","id":"47:1624","name":"Frame 290663","absoluteBoundingBox":{"x":3128.0,"y":7684.783203125,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3128.0,"y":7684.783203125,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1625"]},"45:265":{"type":"TEXT","id":"45:265","name":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","absoluteBoundingBox":{"x":184.0,"y":10321.783203125,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.460220336914,"y":10326.0791015625,"width":1036.95275878906,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1708":{"type":"TEXT","id":"20:1708","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1744.0,"y":2661.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":2661.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2869":{"type":"TEXT","id":"48:2869","name":"Embedded regulatory requirements into interaction design Negotiated review checkpoints and mandatory confirmations","absoluteBoundingBox":{"x":184.0,"y":13329.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13334.0791015625,"width":529.464477539062,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Embedded regulatory requirements into interaction design\nNegotiated review checkpoints and mandatory confirmations","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1298":{"type":"TEXT","id":"47:1298","name":"Supervisors","absoluteBoundingBox":{"x":2312.0,"y":8681.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2312.79541015625,"y":8685.02734375,"width":116.2568359375,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:574":{"type":"TEXT","id":"36:574","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":2264.0,"y":4011.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2264.92041015625,"y":4016.00439453125,"width":294.759765625,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2543":{"type":"FRAME","id":"48:2543","name":"Frame 14","absoluteBoundingBox":{"x":144.0,"y":9852.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":9852.09765625,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2544"]},"47:1425":{"type":"TEXT","id":"47:1425","name":"Insights","absoluteBoundingBox":{"x":2248.0,"y":5166.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2249.26416015625,"y":5170.33251953125,"width":76.068603515625,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:161":{"type":"FRAME","id":"11:161","name":"Frame 6","absoluteBoundingBox":{"x":304.0,"y":884.0,"width":800.0,"height":31.0},"isolatedAbsoluteRenderBounds":{"x":304.0,"y":884.0,"width":800.0,"height":31.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,80.0]],"size":{"x":800.0,"y":31.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["11:131","11:155"]},"47:881":{"type":"FRAME","id":"47:881","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":3357.12866210938,"width":640.0,"height":633.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":3357.12866210938,"width":640.0,"height":633.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":633.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:882","47:884"]},"45:376":{"type":"FRAME","id":"45:376","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":12862.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12862.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,90.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["45:377","45:378"]},"47:1957":{"type":"TEXT","id":"47:1957","name":"Time to identify missing information","absoluteBoundingBox":{"x":1528.0,"y":8188.783203125,"width":301.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1528.86926269531,"y":8193.0791015625,"width":298.425170898438,"height":17.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":301.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time to identify missing information","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2860":{"type":"TEXT","id":"48:2860","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":184.0,"y":13019.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13023.875,"width":747.857177734375,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1948":{"type":"FRAME","id":"47:1948","name":"Frame 23","absoluteBoundingBox":{"x":1528.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7207.783203125]],"size":{"x":1040.0,"y":315.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1949"]},"36:380":{"type":"TEXT","id":"36:380","name":"Validation","absoluteBoundingBox":{"x":2264.0,"y":3867.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2264.47583007812,"y":3871.33251953125,"width":95.943115234375,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1749":{"type":"TEXT","id":"20:1749","name":"Observations","absoluteBoundingBox":{"x":184.0,"y":5037.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":5041.33251953125,"width":129.43977355957,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2855":{"type":"TEXT","id":"48:2855","name":"Collaboration & Influence","absoluteBoundingBox":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.210220336914,"y":12863.126953125,"width":290.981506347656,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Collaboration & Influence","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:997":{"type":"TEXT","id":"47:997","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":2312.0,"y":4842.4033203125,"width":295.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":4846.69873046875,"width":244.25927734375,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":295.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1977":{"type":"FRAME","id":"47:1977","name":"Frame 24","absoluteBoundingBox":{"x":1488.0,"y":9243.09765625,"width":640.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9243.09765625,"width":809.5361328125,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1978","47:1982","47:1983","47:1987","47:1988","47:1992","47:1993","47:1997","47:1998","47:2002","47:2003"]},"45:372":{"type":"FRAME","id":"45:372","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":12729.5791015625,"width":1040.0,"height":913.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12729.5791015625,"width":1040.0,"height":913.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,12074.5791015625]],"size":{"x":1040.0,"y":913.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:373","46:501"]},"47:1845":{"type":"FRAME","id":"47:1845","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":8044.783203125,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":8044.783203125,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1846","47:1847","47:1848","47:1849"]},"20:1134":{"type":"FRAME","id":"20:1134","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":1872.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1872.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["20:1135"]},"47:964":{"type":"FRAME","id":"47:964","name":"Frame 25","absoluteBoundingBox":{"x":2272.0,"y":836.708984375,"width":1040.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":836.708984375,"width":1040.0,"height":404.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:965","47:972","47:981"]},"18:499":{"type":"TEXT","id":"18:499","name":"2023-2026","absoluteBoundingBox":{"x":2432.0,"y":1156.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2433.66186523438,"y":1161.30676269531,"width":126.94482421875,"height":17.9830322265625},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,256.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"2023-2026","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2871":{"type":"TEXT","id":"48:2871","name":"Delivery","absoluteBoundingBox":{"x":184.0,"y":13397.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13401.203125,"width":78.6519317626953,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2868":{"type":"TEXT","id":"48:2868","name":"Compliance & Risk","absoluteBoundingBox":{"x":184.0,"y":13301.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":13305.203125,"width":178.336074829102,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2369":{"type":"TEXT","id":"47:2369","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2822.0,"y":10158.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2822.0,"y":10162.109375,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2802":{"type":"FRAME","id":"48:2802","name":"Frame 28","absoluteBoundingBox":{"x":1488.0,"y":15495.8544921875,"width":640.0,"height":587.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15495.8544921875,"width":640.0,"height":587.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,14898.8544921875]],"size":{"x":640.0,"y":587.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2803","48:2805"]},"19:905":{"type":"FRAME","id":"19:905","name":"Frame 16","absoluteBoundingBox":{"x":184.0,"y":1435.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1435.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,780.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["20:1126"]},"47:1394":{"type":"FRAME","id":"47:1394","name":"Frame 28","absoluteBoundingBox":{"x":904.0,"y":5766.708984375,"width":320.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":904.0,"y":5766.708984375,"width":320.0,"height":324.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1395","47:1396"]},"48:3036":{"type":"TEXT","id":"48:3036","name":"What Worked & What I Learned","absoluteBoundingBox":{"x":184.0,"y":13946.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.376419067383,"y":13950.841796875,"width":299.080871582031,"height":14.9501953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What Worked & What I Learned","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1975":{"type":"TEXT","id":"47:1975","name":"User Feedback","absoluteBoundingBox":{"x":1488.0,"y":9190.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":9195.6435546875,"width":171.918579101562,"height":17.7099609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"User Feedback","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1077":{"type":"TEXT","id":"47:1077","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":1528.0,"y":4081.708984375,"width":304.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1528.86926269531,"y":4086.00439453125,"width":244.259399414062,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":304.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3047":{"type":"TEXT","id":"48:3047","name":"Product Management","absoluteBoundingBox":{"x":1528.0,"y":12991.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":12996.033203125,"width":207.62353515625,"height":18.8642578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product Management","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2067":{"type":"TEXT","id":"47:2067","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8648.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8654.01953125,"width":170.606353759766,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2797":{"type":"TEXT","id":"48:2797","name":"Trade-offs Negotiated with Stakeholders","absoluteBoundingBox":{"x":1488.0,"y":15259.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1488.71020507812,"y":15263.478515625,"width":394.5771484375,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Trade-offs Negotiated with Stakeholders","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2709":{"type":"FRAME","id":"48:2709","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":10670.783203125,"width":1040.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10670.783203125,"width":1040.0,"height":214.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,263.0]],"size":{"x":1040.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2710","48:2711"]},"20:1709":{"type":"TEXT","id":"20:1709","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2448.0,"y":974.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":974.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1372":{"type":"FRAME","id":"47:1372","name":"Frame 31","absoluteBoundingBox":{"x":184.0,"y":5128.708984375,"width":1040.0,"height":516.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5128.708984375,"width":1040.0,"height":516.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,776.0]],"size":{"x":1040.0,"y":516.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1373","47:1374"]},"48:2711":{"type":"TEXT","id":"48:2711","name":"WCAG-compliant colour contrast and iconography Full keyboard navigation for high-volume workflows Clear focus management in state transitions Standardised components ensured design consistency Engineers reused validated patterns across features Reduced QA cycles due to predictable behaviour Faster design-to-dev handoff, as we progressed Reduced cognitive load for users moving between tools","absoluteBoundingBox":{"x":184.0,"y":10708.783203125,"width":1040.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":10713.283203125,"width":482.609619140625,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"WCAG-compliant colour contrast and iconography\nFull keyboard navigation for high-volume workflows\nClear focus management in state transitions\nStandardised components ensured design consistency\nEngineers reused validated patterns across features\nReduced QA cycles due to predictable behaviour\nFaster design-to-dev handoff, as we progressed\nReduced cognitive load for users moving between tools","lineIndentations":[1,1,1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1485":{"type":"FRAME","id":"47:1485","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":8303.09765625,"width":640.0,"height":480.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8303.09765625,"width":640.0,"height":480.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":480.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1486","47:1488"]},"36:778":{"type":"FRAME","id":"36:778","name":"Frame 290664","absoluteBoundingBox":{"x":920.0,"y":7698.783203125,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7698.783203125,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:779"]},"47:1735":{"type":"TEXT","id":"47:1735","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":932.0,"y":7684.783203125,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":932.676147460938,"y":7690.24853515625,"width":38.076171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:547":{"type":"TEXT","id":"36:547","name":"Missed evidence rates","absoluteBoundingBox":{"x":552.0,"y":8037.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":8042.283203125,"width":186.939514160156,"height":13.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Missed evidence rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2759":{"type":"FRAME","id":"48:2759","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":10670.783203125,"width":1040.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10670.783203125,"width":1040.0,"height":214.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,263.0]],"size":{"x":1040.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2760","48:2761"]},"45:366":{"type":"RECTANGLE","id":"45:366","name":"image 28","absoluteBoundingBox":{"x":184.0,"y":11601.318359375,"width":1040.0,"height":1064.26049804688},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":11601.318359375,"width":1040.0,"height":1064.2607421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1322.53515625]],"size":{"x":1040.0,"y":1064.26049804688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"design system snapshots","ariaAttributes":{},"interactions":[]},"48:2703":{"type":"FRAME","id":"48:2703","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2704"]},"11:176":{"type":"TEXT","id":"11:176","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":1568.0,"y":478.0,"width":480.0,"height":195.0},"isolatedAbsoluteRenderBounds":{"x":1575.11584472656,"y":484.795440673828,"width":465.144165039062,"height":186.750030517578},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":480.0,"y":195.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","textAlignHorizontal":"CENTER","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"CENTER","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2873":{"type":"FRAME","id":"48:2873","name":"Frame 31","absoluteBoundingBox":{"x":184.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13559.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,658.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2874","48:2875"]},"47:1754":{"type":"RECTANGLE","id":"47:1754","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":7830.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7830.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,262.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2704":{"type":"TEXT","id":"48:2704","name":"Design System & Scale Considerations","absoluteBoundingBox":{"x":184.0,"y":10407.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":10412.3310546875,"width":446.750305175781,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Design System & Scale Considerations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1852":{"type":"FRAME","id":"21:1852","name":"Frame 33","absoluteBoundingBox":{"x":2272.0,"y":4861.0,"width":2128.0,"height":3911.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":4861.0,"width":2128.0,"height":3911.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3943.0]],"size":{"x":2128.0,"y":3911.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["21:1853","21:1854"]},"47:1383":{"type":"TEXT","id":"47:1383","name":"Review workflows should prioritise exception handling over full revalidation. Mandatory review states are essential to ensure accountability and audit readiness. Human-in-the-loop checkpoints must be explicit and traceable, not implicit. The same data requires different representations depending on reviewer versus annotator needs.","absoluteBoundingBox":{"x":904.0,"y":5204.708984375,"width":320.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":914.6875,"y":5209.00439453125,"width":306.5546875,"height":255.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Review workflows should prioritise exception handling over full revalidation.\nMandatory review states are essential to ensure accountability and audit readiness.\nHuman-in-the-loop checkpoints must be explicit and traceable, not implicit.\nThe same data requires different representations depending on reviewer versus annotator needs.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1308":{"type":"TEXT","id":"20:1308","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":1568.0,"y":873.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1570.87646484375,"y":880.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:512":{"type":"TEXT","id":"18:512","name":"2023-2026","absoluteBoundingBox":{"x":2352.0,"y":1462.0,"width":215.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2353.66186523438,"y":1467.30676269531,"width":126.94482421875,"height":17.9830322265625},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,496.0]],"size":{"x":215.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"2023-2026","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1872":{"type":"RECTANGLE","id":"47:1872","name":"Rectangle 3","absoluteBoundingBox":{"x":3128.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":3128.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:1156":{"type":"FRAME","id":"36:1156","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8594.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8594.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1157"]},"47:1381":{"type":"FRAME","id":"47:1381","name":"Frame 28","absoluteBoundingBox":{"x":904.0,"y":5166.708984375,"width":320.0,"height":302.0},"isolatedAbsoluteRenderBounds":{"x":904.0,"y":5166.708984375,"width":320.0,"height":302.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":302.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1382","47:1383"]},"20:1378":{"type":"TEXT","id":"20:1378","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":920.0,"y":3760.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":921.380676269531,"y":3765.208984375,"width":267.829040527344,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2612":{"type":"FRAME","id":"48:2612","name":"Frame 290675","absoluteBoundingBox":{"x":64.0,"y":3036.763671875,"width":640.0,"height":798.728210449219},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":3036.763671875,"width":640.0,"height":798.728210449219},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2252.763671875]],"size":{"x":640.0,"y":798.728210449219},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2613","48:2614"]},"18:457":{"type":"TEXT","id":"18:457","name":"AI-Assisted Document Annotation & Case Management","absoluteBoundingBox":{"x":1568.0,"y":878.0,"width":480.0,"height":144.0},"isolatedAbsoluteRenderBounds":{"x":1568.99426269531,"y":886.744323730469,"width":424.033935546875,"height":134.892028808594},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,136.0]],"size":{"x":480.0,"y":144.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"AI-Assisted Document Annotation & Case Management ","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:569":{"type":"TEXT","id":"46:569","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":747.857177734375,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:302":{"type":"TEXT","id":"45:302","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:772":{"type":"TEXT","id":"47:772","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1488.0,"y":1536.0,"width":640.0,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":1488.38354492188,"y":1540.29541015625,"width":631.35888671875,"height":457.590942382812},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1714":{"type":"RECTANGLE","id":"47:1714","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:560":{"type":"TEXT","id":"36:560","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":1528.0,"y":3915.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.92041015625,"y":3920.208984375,"width":266.946411132812,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:567":{"type":"FRAME","id":"46:567","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":82.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":82.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":82.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:568","46:569"]},"48:2617":{"type":"TEXT","id":"48:2617","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":80.0,"y":3805.49194335938,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":80.0,"y":3808.81787109375,"width":154.250869750977,"height":14.41259765625},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:733":{"type":"FRAME","id":"36:733","name":"Frame 290664","absoluteBoundingBox":{"x":184.0,"y":7654.783203125,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7654.783203125,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:734"]},"20:1353":{"type":"TEXT","id":"20:1353","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":552.0,"y":3784.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":552.869323730469,"y":3789.00439453125,"width":299.022705078125,"height":35.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:845":{"type":"RECTANGLE","id":"36:845","name":"Rectangle 4","absoluteBoundingBox":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2336":{"type":"FRAME","id":"47:2336","name":"Frame 290675","absoluteBoundingBox":{"x":184.0,"y":9982.783203125,"width":1040.0,"height":361.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9982.783203125,"width":1040.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1054.0]],"size":{"x":1040.0,"y":361.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2337","47:2338"]},"47:2341":{"type":"TEXT","id":"47:2341","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":10158.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":10162.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2563":{"type":"TEXT","id":"48:2563","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":160.0,"y":11537.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":160.0,"y":11540.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"45:381":{"type":"TEXT","id":"45:381","name":"Partnered early to understand system constraints and backend data flows Used state patterns to align on lifecycle modelling and edge cases","absoluteBoundingBox":{"x":184.0,"y":12986.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":12990.875,"width":639.140014648438,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Partnered early to understand system constraints and backend data flows\nUsed state patterns to align on lifecycle modelling and edge cases","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2338":{"type":"FRAME","id":"47:2338","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":9982.783203125,"width":626.0,"height":361.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9982.783203125,"width":626.0,"height":361.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":361.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2339","47:2340"]},"36:1080":{"type":"TEXT","id":"36:1080","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1693.0,"y":4063.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1694.07385253906,"y":4068.43920898438,"width":237.927368164062,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:478":{"type":"TEXT","id":"18:478","name":"Selected Work","absoluteBoundingBox":{"x":224.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":225.454544067383,"y":791.409118652344,"width":221.77033996582,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2340":{"type":"FRAME","id":"47:2340","name":"Frame 3","absoluteBoundingBox":{"x":598.0,"y":10146.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":10146.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2341"]},"47:1729":{"type":"FRAME","id":"47:1729","name":"Frame 290664","absoluteBoundingBox":{"x":552.0,"y":7783.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7783.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1730"]},"47:1274":{"type":"FRAME","id":"47:1274","name":"Frame 26","absoluteBoundingBox":{"x":2312.0,"y":5733.4033203125,"width":295.0,"height":742.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5733.4033203125,"width":295.0,"height":742.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":742.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1275","47:1276"]},"21:1853":{"type":"TEXT","id":"21:1853","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2272.0,"y":4861.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":4861.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:131":{"type":"TEXT","id":"11:131","name":"CASE STUDY","absoluteBoundingBox":{"x":304.0,"y":884.0,"width":800.0,"height":17.0},"isolatedAbsoluteRenderBounds":{"x":304.745727539062,"y":887.678955078125,"width":89.5579528808594,"height":10.4751586914062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":800.0,"y":17.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"CASE STUDY","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.14,"letterSpacingValue":1.0,"letterSpacingUnit":"PERCENT","lineHeightPx":16.9431819915771,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1364":{"type":"TEXT","id":"47:1364","name":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory. Workflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching. Manual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents. Repetitive cross-checking and document matching increased fatigue, with error rates rising later in the day. Analysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure. When AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","absoluteBoundingBox":{"x":184.0,"y":4428.708984375,"width":320.0,"height":616.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":4433.208984375,"width":308.031768798828,"height":611.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":616.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory.\nWorkflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching.\nManual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents.\nRepetitive cross-checking and document matching increased fatigue, with error rates rising later in the day.\nAnalysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure.\nWhen AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2339":{"type":"TEXT","id":"47:2339","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":598.0,"y":9982.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":598.920471191406,"y":9986.9443359375,"width":618.013732910156,"height":127.7255859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"20:1778":{"type":"TEXT","id":"20:1778","name":"Qualitative Analysis","absoluteBoundingBox":{"x":3440.0,"y":8748.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":8748.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2337":{"type":"RECTANGLE","id":"47:2337","name":"image 8","absoluteBoundingBox":{"x":184.0,"y":9982.783203125,"width":400.0,"height":361.0},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9982.783203125,"width":400.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":361.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:318":{"type":"TEXT","id":"36:318","name":"Reduction in rework loops","absoluteBoundingBox":{"x":552.0,"y":7487.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":7492.283203125,"width":215.530700683594,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduction in rework loops","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1721":{"type":"TEXT","id":"47:1721","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7904.783203125,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.725845336914,"y":7910.1240234375,"width":71.7587127685547,"height":11.01220703125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2332":{"type":"FRAME","id":"47:2332","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":9640.783203125,"width":626.0,"height":278.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9640.783203125,"width":626.0,"height":278.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":278.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2333","47:2334"]},"45:294":{"type":"TEXT","id":"45:294","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":184.0,"y":10439.783203125,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":10444.0791015625,"width":504.9716796875,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1365":{"type":"TEXT","id":"20:1365","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2333":{"type":"TEXT","id":"47:2333","name":"AI Model Settings Regulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process.","absoluteBoundingBox":{"x":598.0,"y":9640.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":598.428283691406,"y":9644.9443359375,"width":621.170349121094,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"AI Model Settings\nRegulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2887":{"type":"FRAME","id":"48:2887","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":14108.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,230.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2888","48:2889"]},"46:568":{"type":"TEXT","id":"46:568","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1519":{"type":"TEXT","id":"47:1519","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1969.33325195312,"y":8681.09765625,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1970.04418945312,"y":8686.5625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2501":{"type":"RECTANGLE","id":"48:2501","name":"image 9","absoluteBoundingBox":{"x":2312.0,"y":14674.6865234375,"width":295.0,"height":204.861099243164},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":14674.6865234375,"width":295.0,"height":204.861328125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":204.861099243164},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"model settings screenshot","ariaAttributes":{},"interactions":[]},"47:2111":{"type":"FRAME","id":"47:2111","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":8798.783203125,"width":149.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8798.783203125,"width":149.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":149.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2112"]},"47:2326":{"type":"FRAME","id":"47:2326","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":9245.783203125,"width":626.0,"height":331.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9245.783203125,"width":626.0,"height":331.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":331.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2327","47:2328"]},"47:2273":{"type":"RECTANGLE","id":"47:2273","name":"image 9","absoluteBoundingBox":{"x":1488.0,"y":11232.3203125,"width":640.0,"height":444.444427490234},"targetAspectRatio":{"x":2880.0,"y":2000.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11232.3203125,"width":640.0,"height":444.4443359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":444.444427490234},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"d8cb381f6024b6d977403805be0785c03e1b3a0c","originalImageWidth":2880,"originalImageHeight":2000,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"model settings screenshot","ariaAttributes":{},"interactions":[]},"47:2320":{"type":"FRAME","id":"47:2320","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":8928.783203125,"width":626.0,"height":253.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":8928.783203125,"width":626.0,"height":253.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":253.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2321","47:2322"]},"36:310":{"type":"TEXT","id":"36:310","name":"Efficiency & Scale","absoluteBoundingBox":{"x":184.0,"y":7439.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":7443.40673828125,"width":171.014846801758,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency & Scale","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2323":{"type":"TEXT","id":"47:2323","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":9104.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":9108.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1107":{"type":"TEXT","id":"36:1107","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2404.0,"y":4032.708984375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2404.3330078125,"y":4038.52709960938,"width":58.514404296875,"height":13.04541015625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:821":{"type":"RECTANGLE","id":"36:821","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3895.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2044":{"type":"FRAME","id":"47:2044","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7586.783203125]],"size":{"x":1040.0,"y":451.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:2045"]},"47:2045":{"type":"FRAME","id":"47:2045","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2046","47:2048"]},"20:1400":{"type":"FRAME","id":"20:1400","name":"Frame 25","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":832.0,"height":3803.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":918.0,"width":832.0,"height":3880.255859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":832.0,"y":3803.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"children":["20:1388","20:1392","20:1396"]},"45:373":{"type":"FRAME","id":"45:373","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":12729.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12729.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:374"]},"47:2048":{"type":"FRAME","id":"47:2048","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:2049"]},"47:1836":{"type":"RECTANGLE","id":"47:1836","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":8234.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8234.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,190.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1483":{"type":"RECTANGLE","id":"47:1483","name":"image 16","absoluteBoundingBox":{"x":1528.0,"y":6585.708984375,"width":1040.0,"height":866.074096679688},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6585.708984375,"width":1040.0,"height":866.07421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,255.0]],"size":{"x":1040.0,"y":866.074096679688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2075":{"type":"FRAME","id":"47:2075","name":"Frame 290671","absoluteBoundingBox":{"x":184.0,"y":8798.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8798.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2076","47:2078"]},"20:1343":{"type":"TEXT","id":"20:1343","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":184.0,"y":3952.708984375,"width":304.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":3957.00439453125,"width":244.25927734375,"height":57.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":304.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2811":{"type":"TEXT","id":"48:2811","name":"What I’d Do Differently","absoluteBoundingBox":{"x":1488.0,"y":15900.8544921875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1488.37646484375,"y":15904.478515625,"width":216.223266601562,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What I’d Do Differently","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2066":{"type":"FRAME","id":"47:2066","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8648.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8648.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2067"]},"47:2077":{"type":"TEXT","id":"47:2077","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8798.783203125,"width":125.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8804.01953125,"width":123.549011230469,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":125.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2074":{"type":"RECTANGLE","id":"47:2074","name":"Rectangle 7","absoluteBoundingBox":{"x":184.0,"y":8770.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8770.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,347.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1408":{"type":"RECTANGLE","id":"20:1408","name":"Rectangle 3","absoluteBoundingBox":{"x":2096.0,"y":2573.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2096.0,"y":2573.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1624.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1656":{"type":"FRAME","id":"20:1656","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":4180.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4180.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3525.708984375]],"size":{"x":1040.0,"y":1957.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["20:1657"]},"47:941":{"type":"TEXT","id":"47:941","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":64.0,"y":884.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":64.9204559326172,"y":889.208984375,"width":266.9462890625,"height":39.1818237304688},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2877":{"type":"TEXT","id":"48:2877","name":"Aligning Teams","absoluteBoundingBox":{"x":184.0,"y":13699.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":13703.203125,"width":148.463851928711,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Aligning Teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2356":{"type":"FRAME","id":"47:2356","name":"Frame 3","absoluteBoundingBox":{"x":2806.0,"y":9431.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":9431.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2357"]},"36:1250":{"type":"TEXT","id":"36:1250","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":3254.0,"y":11207.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":3254.0,"y":11211.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-57.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1588":{"type":"FRAME","id":"47:1588","name":"Frame 290663","absoluteBoundingBox":{"x":920.0,"y":7684.783203125,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7684.783203125,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1589"]},"48:2669":{"type":"TEXT","id":"48:2669","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":120.0,"y":15836.3056640625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":120.0,"y":15839.6318359375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2071":{"type":"FRAME","id":"47:2071","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8723.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8723.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2072"]},"47:1620":{"type":"TEXT","id":"47:1620","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2772.0,"y":7783.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2772.55688476562,"y":7789.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:952":{"type":"TEXT","id":"47:952","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":432.0,"y":1100.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":432.460235595703,"y":1105.208984375,"width":265.775482177734,"height":39.1817626953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,264.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1720":{"type":"TEXT","id":"20:1720","name":"Qualitative Analysis","absoluteBoundingBox":{"x":3440.0,"y":4805.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":3440.0,"y":4805.0,"width":960.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,3831.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2072":{"type":"TEXT","id":"47:2072","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8723.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8729.01953125,"width":170.606353759766,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:996":{"type":"RECTANGLE","id":"47:996","name":"Rectangle 4","absoluteBoundingBox":{"x":2312.0,"y":4814.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4814.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1204":{"type":"FRAME","id":"47:1204","name":"Frame 27","absoluteBoundingBox":{"x":424.0,"y":1640.708984375,"width":320.0,"height":258.0},"isolatedAbsoluteRenderBounds":{"x":424.0,"y":1640.708984375,"width":320.0,"height":258.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":258.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1205","47:1206"]},"47:2322":{"type":"FRAME","id":"47:2322","name":"Frame 3","absoluteBoundingBox":{"x":598.0,"y":9092.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9092.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2323"]},"45:470":{"type":"TEXT","id":"45:470","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2056":{"type":"FRAME","id":"47:2056","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8498.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8498.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2057"]},"48:2615":{"type":"TEXT","id":"48:2615","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":64.0,"y":3629.49194335938,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":64.5625,"y":3633.65307617188,"width":626.536499023438,"height":127.520751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1385":{"type":"FRAME","id":"47:1385","name":"Frame 33","absoluteBoundingBox":{"x":184.0,"y":5728.708984375,"width":1040.0,"height":538.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5728.708984375,"width":1040.0,"height":538.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1376.0]],"size":{"x":1040.0,"y":538.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1386","47:1387"]},"47:1180":{"type":"FRAME","id":"47:1180","name":"Frame 20","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":783.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.291015625]],"size":{"x":1040.0,"y":1957.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1181"]},"47:1946":{"type":"RECTANGLE","id":"47:1946","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1656":{"type":"TEXT","id":"47:1656","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":11361.068359375,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.55688476562,"y":11366.3046875,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"11:155":{"type":"RECTANGLE","id":"11:155","name":"Rectangle 1","absoluteBoundingBox":{"x":304.0,"y":913.0,"width":800.0,"height":2.0},"isolatedAbsoluteRenderBounds":{"x":304.0,"y":913.0,"width":800.0,"height":2.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,29.0]],"size":{"x":800.0,"y":2.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2713":{"type":"RECTANGLE","id":"48:2713","name":"image 28","absoluteBoundingBox":{"x":184.0,"y":11730.318359375,"width":1040.0,"height":1064.26049804688},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":11730.318359375,"width":1040.0,"height":1064.2607421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1322.53515625]],"size":{"x":1040.0,"y":1064.26049804688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"46:510":{"type":"TEXT","id":"46:510","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2051":{"type":"FRAME","id":"47:2051","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2052"]},"48:3042":{"type":"FRAME","id":"48:3042","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:3043"]},"37:190":{"type":"FRAME","id":"37:190","name":"Frame 3","absoluteBoundingBox":{"x":598.0,"y":9302.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9302.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["37:191"]},"47:2046":{"type":"FRAME","id":"47:2046","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2047"]},"47:1567":{"type":"TEXT","id":"47:1567","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.556823730469,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2955":{"type":"TEXT","id":"48:2955","name":"Reflection & Learnings","absoluteBoundingBox":{"x":2312.0,"y":19185.083984375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":19189.6328125,"width":258.79736328125,"height":23.6328125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reflection & Learnings","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2047":{"type":"TEXT","id":"47:2047","name":"User Feedback","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":8376.3291015625,"width":171.918655395508,"height":17.7099609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"User Feedback","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:562":{"type":"TEXT","id":"36:562","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":1528.0,"y":4011.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.38354492188,"y":4016.00439453125,"width":265.424438476562,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1568":{"type":"RECTANGLE","id":"47:1568","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:531":{"type":"FRAME","id":"36:531","name":"Frame 23","absoluteBoundingBox":{"x":184.0,"y":7862.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7862.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7207.783203125]],"size":{"x":1040.0,"y":315.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["36:532"]},"47:2114":{"type":"FRAME","id":"47:2114","name":"Frame 24","absoluteBoundingBox":{"x":2312.0,"y":12463.068359375,"width":295.0,"height":809.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12463.068359375,"width":295.0,"height":809.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,11671.068359375]],"size":{"x":295.0,"y":809.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:2115"]},"47:1827":{"type":"FRAME","id":"47:1827","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":315.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1828","47:1830"]},"18:530":{"type":"FRAME","id":"18:530","name":"Frame 6","absoluteBoundingBox":{"x":64.0,"y":784.0,"width":1280.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":784.0,"width":1280.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:531"]},"47:1830":{"type":"FRAME","id":"47:1830","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":8044.783203125,"width":1040.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8044.783203125,"width":1040.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1831","47:1838","47:1845"]},"48:2651":{"type":"RECTANGLE","id":"48:2651","name":"image 8","absoluteBoundingBox":{"x":2312.0,"y":15255.5478515625,"width":295.0,"height":266.757507324219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15255.5478515625,"width":295.0,"height":266.7578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":266.757507324219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"Entity summarise screenshot","ariaAttributes":{},"interactions":[]},"47:796":{"type":"RECTANGLE","id":"47:796","name":"image 2","absoluteBoundingBox":{"x":1488.0,"y":2457.0,"width":640.0,"height":401.052642822266},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":2457.0,"width":640.0,"height":401.052734375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":401.052642822266},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for projects","ariaAttributes":{},"interactions":[]},"46:545":{"type":"FRAME","id":"46:545","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":13979.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13979.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,230.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["46:546","46:547"]},"47:1849":{"type":"TEXT","id":"47:1849","name":"Analyst-reported fatigue during long sessions","absoluteBoundingBox":{"x":920.0,"y":8188.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.460205078125,"y":8193.0791015625,"width":263.736450195312,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analyst-reported fatigue during long sessions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1417":{"type":"FRAME","id":"47:1417","name":"Frame 30","absoluteBoundingBox":{"x":1528.0,"y":5166.708984375,"width":1040.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5166.708984375,"width":1040.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1418","47:1421","47:1424"]},"47:2002":{"type":"RECTANGLE","id":"47:2002","name":"Rectangle 7","absoluteBoundingBox":{"x":1488.0,"y":9590.09765625,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9590.09765625,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,347.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:734":{"type":"TEXT","id":"36:734","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7654.783203125,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.860092163086,"y":7660.24853515625,"width":40.7496337890625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1848":{"type":"RECTANGLE","id":"47:1848","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2367":{"type":"TEXT","id":"47:2367","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":2806.0,"y":9982.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":2806.92041015625,"y":9986.9443359375,"width":618.013671875,"height":127.7255859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1727":{"type":"RECTANGLE","id":"47:1727","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:504":{"type":"TEXT","id":"18:504","name":"Selected Work","absoluteBoundingBox":{"x":2312.0,"y":792.0,"width":295.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2313.45458984375,"y":799.409118652344,"width":221.770263671875,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2328":{"type":"FRAME","id":"47:2328","name":"Frame 3","absoluteBoundingBox":{"x":598.0,"y":9431.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9431.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2329"]},"11:166":{"type":"TEXT","id":"11:166","name":"Selected Work","absoluteBoundingBox":{"x":184.0,"y":655.0,"width":1040.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":185.454544067383,"y":662.409118652344,"width":221.77033996582,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1232":{"type":"TEXT","id":"47:1232","name":"Observations","absoluteBoundingBox":{"x":2272.0,"y":864.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2273.00854492188,"y":868.332580566406,"width":129.439697265625,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:305":{"type":"FRAME","id":"36:305","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":7386.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7386.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":412.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:306","36:308"]},"47:1847":{"type":"TEXT","id":"47:1847","name":"Task completion without external tools","absoluteBoundingBox":{"x":920.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.5625,"y":8097.283203125,"width":276.743774414062,"height":35.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Task completion without external tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1422":{"type":"RECTANGLE","id":"20:1422","name":"Rectangle 4","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1738":{"type":"FRAME","id":"47:1738","name":"Frame 290664","absoluteBoundingBox":{"x":920.0,"y":7827.783203125,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7827.783203125,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1739"]},"47:1223":{"type":"FRAME","id":"47:1223","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,-0.291015625]],"size":{"x":1040.0,"y":1957.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1224"]},"46:504":{"type":"TEXT","id":"46:504","name":"Trade-offs Negotiated with Stakeholders","absoluteBoundingBox":{"x":184.0,"y":13430.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.710220336914,"y":13434.203125,"width":394.5771484375,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Trade-offs Negotiated with Stakeholders","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1846":{"type":"TEXT","id":"47:1846","name":"Cognitive Load","absoluteBoundingBox":{"x":920.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":921.008544921875,"y":8048.40673828125,"width":143.364379882812,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Cognitive Load","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1842":{"type":"TEXT","id":"47:1842","name":"Missed evidence rates","absoluteBoundingBox":{"x":552.0,"y":8166.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":8171.283203125,"width":186.939514160156,"height":13.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Missed evidence rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:958":{"type":"RECTANGLE","id":"47:958","name":"Rectangle 3","absoluteBoundingBox":{"x":800.0,"y":952.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":800.0,"y":952.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2280":{"type":"FRAME","id":"47:2280","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":12553.4921875,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12553.4921875,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,592.728210449219]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["47:2281","47:2282"]},"47:1125":{"type":"FRAME","id":"47:1125","name":"Frame 30","absoluteBoundingBox":{"x":1488.0,"y":6461.12890625,"width":640.0,"height":918.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":6461.12890625,"width":640.0,"height":918.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":640.0,"y":918.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1126","47:1129","47:1132"]},"11:181":{"type":"FRAME","id":"11:181","name":"Frame 2","absoluteBoundingBox":{"x":2304.0,"y":454.0,"width":311.0,"height":174.0},"isolatedAbsoluteRenderBounds":{"x":2304.0,"y":454.0,"width":311.0,"height":174.0},"relativeTransform":[[1.0,0.0,32.0],[0.0,1.0,274.0]],"size":{"x":311.0,"y":174.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":56.0,"counterAxisSizingMode":"FIXED","children":["11:183"]},"47:1184":{"type":"FRAME","id":"47:1184","name":"Frame 33","absoluteBoundingBox":{"x":64.0,"y":826.708984375,"width":1040.0,"height":1914.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":826.708984375,"width":1040.0,"height":1914.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1914.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1185","47:1197","47:1198","47:1210","47:1211"]},"46:509":{"type":"FRAME","id":"46:509","name":"Frame 31","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:510","46:511"]},"47:1066":{"type":"FRAME","id":"47:1066","name":"Frame 19","absoluteBoundingBox":{"x":1528.0,"y":3788.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3788.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":1040.0,"y":457.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1067"]},"48:2859":{"type":"TEXT","id":"48:2859","name":"Product Management","absoluteBoundingBox":{"x":184.0,"y":12991.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":12996.033203125,"width":207.623519897461,"height":18.8642578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product Management","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:427":{"type":"TEXT","id":"18:427","name":"2023-2026","absoluteBoundingBox":{"x":304.0,"y":1155.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":305.384948730469,"y":1159.25573730469,"width":105.787353515625,"height":14.9857177734375},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,351.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"2023-2026","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1818":{"type":"FRAME","id":"20:1818","name":"Frame 31","absoluteBoundingBox":{"x":184.0,"y":4999.708984375,"width":1040.0,"height":516.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4999.708984375,"width":1040.0,"height":516.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,776.0]],"size":{"x":1040.0,"y":516.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1746","20:1747"]},"18:537":{"type":"TEXT","id":"18:537","name":"CASE STUDY","absoluteBoundingBox":{"x":224.0,"y":980.0,"width":960.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":224.799011230469,"y":982.941772460938,"width":95.9549255371094,"height":11.2233276367188},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"CASE STUDY","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":15.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.15,"letterSpacingValue":1.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.1534080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1121":{"type":"TEXT","id":"47:1121","name":"Review workflows should prioritise exception handling over full revalidation. Mandatory review states are essential to ensure accountability and audit readiness. Human-in-the-loop checkpoints must be explicit and traceable, not implicit. The same data requires different representations depending on reviewer versus annotator needs.","absoluteBoundingBox":{"x":1941.33325195312,"y":5525.12890625,"width":186.666656494141,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":1952.02075195312,"y":5529.42431640625,"width":174.3369140625,"height":453.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.666656494141,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Review workflows should prioritise exception handling over full revalidation.\nMandatory review states are essential to ensure accountability and audit readiness.\nHuman-in-the-loop checkpoints must be explicit and traceable, not implicit.\nThe same data requires different representations depending on reviewer versus annotator needs.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1833":{"type":"TEXT","id":"21:1833","name":"Supervisors lacked visibility into case progress across entities belonging to the same parent company. Operational efficiency and team performance had to be calculated manually, outside the platform. Identifying blockers within a project was difficult, increasing the risk of late-stage delays. Project metrics relied on manually updated case statuses, which were often outdated or inconsistent. Supervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details. Individual cases were rarely inspected unless surfaced by metrics or alerts.","absoluteBoundingBox":{"x":184.0,"y":5675.708984375,"width":320.0,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":5680.208984375,"width":299.800415039062,"height":453.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors lacked visibility into case progress across entities belonging to the same parent company.\nOperational efficiency and team performance had to be calculated manually, outside the platform.\nIdentifying blockers within a project was difficult, increasing the risk of late-stage delays.\nProject metrics relied on manually updated case statuses, which were often outdated or inconsistent.\nSupervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details.\nIndividual cases were rarely inspected unless surfaced by metrics or alerts.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:409":{"type":"TEXT","id":"36:409","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":3074.66650390625,"y":4027.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3076.04711914062,"y":4032.00439453125,"width":265.893798828125,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1841":{"type":"RECTANGLE","id":"47:1841","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":8138.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8138.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:484":{"type":"RECTANGLE","id":"18:484","name":"Rectangle 1","absoluteBoundingBox":{"x":224.0,"y":1010.0,"width":960.0,"height":2.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":1010.0,"width":960.0,"height":2.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,30.0]],"size":{"x":960.0,"y":2.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.850980401039124,"g":0.850980401039124,"b":0.850980401039124,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"46:537":{"type":"FRAME","id":"46:537","name":"Frame 28","absoluteBoundingBox":{"x":184.0,"y":13706.5791015625,"width":1040.0,"height":389.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13706.5791015625,"width":1040.0,"height":389.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,13051.5791015625]],"size":{"x":1040.0,"y":389.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:538","46:540"]},"48:2561":{"type":"TEXT","id":"48:2561","name":"AI Model Settings Regulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process.","absoluteBoundingBox":{"x":144.0,"y":11361.09765625,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":144.428268432617,"y":11365.2587890625,"width":621.170349121094,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"AI Model Settings\nRegulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2685":{"type":"TEXT","id":"48:2685","name":"WCAG-compliant colour contrast and iconography Full keyboard navigation for high-volume workflows Clear focus management in state transitions Standardised components ensured design consistency Engineers reused validated patterns across features Reduced QA cycles due to predictable behaviour Faster design-to-dev handoff, as we progressed Reduced cognitive load for users moving between tools","absoluteBoundingBox":{"x":1488.0,"y":13084.826171875,"width":640.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":13089.326171875,"width":482.609619140625,"height":171.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":640.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"WCAG-compliant colour contrast and iconography\nFull keyboard navigation for high-volume workflows\nClear focus management in state transitions\nStandardised components ensured design consistency\nEngineers reused validated patterns across features\nReduced QA cycles due to predictable behaviour\nFaster design-to-dev handoff, as we progressed\nReduced cognitive load for users moving between tools","lineIndentations":[1,1,1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1001":{"type":"RECTANGLE","id":"47:1001","name":"Rectangle 3","absoluteBoundingBox":{"x":2312.0,"y":5112.4033203125,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5112.4033203125,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2863":{"type":"TEXT","id":"48:2863","name":"Partnered early to understand system constraints and backend data flows Used state patterns to align on lifecycle modelling and edge cases","absoluteBoundingBox":{"x":184.0,"y":13115.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13119.875,"width":639.140014648438,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Partnered early to understand system constraints and backend data flows\nUsed state patterns to align on lifecycle modelling and edge cases","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:2686":{"type":"RECTANGLE","id":"48:2686","name":"image 27","absoluteBoundingBox":{"x":1488.0,"y":13274.826171875,"width":640.0,"height":503.098602294922},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":13274.826171875,"width":640.0,"height":503.0986328125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,513.0]],"size":{"x":640.0,"y":503.098602294922},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"design system snapshots","ariaAttributes":{},"interactions":[]},"47:1831":{"type":"FRAME","id":"47:1831","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8044.783203125,"width":304.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8044.783203125,"width":304.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1832","47:1833","47:1834","47:1835","47:1836","47:1837"]},"47:2055":{"type":"FRAME","id":"47:2055","name":"Frame 290667","absoluteBoundingBox":{"x":184.0,"y":8498.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8498.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,75.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2056","47:2058"]},"44:160":{"type":"FRAME","id":"44:160","name":"Frame 4","absoluteBoundingBox":{"x":598.0,"y":9675.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9675.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["44:161"]},"47:1833":{"type":"TEXT","id":"47:1833","name":"Time-on-task for document validation","absoluteBoundingBox":{"x":184.0,"y":8092.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.613632202148,"y":8097.07861328125,"width":231.430923461914,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-on-task for document validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1828":{"type":"FRAME","id":"47:1828","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1829"]},"18:494":{"type":"FRAME","id":"18:494","name":"Frame 5","absoluteBoundingBox":{"x":2272.0,"y":900.0,"width":1280.0,"height":534.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":900.0,"width":1280.0,"height":534.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":1280.0,"y":534.0},"fills":[{"blendMode":"NORMAL","type":"GRADIENT_LINEAR","transform":[[-1.0,0.0,1.0],[0.0,-1.0,0.999999940395355]],"gradientStops":[{"color":{"r":0.61176472902298,"g":0.278431385755539,"b":0.627451002597809,"a":1.0},"position":0.0},{"color":{"r":0.113725490868092,"g":0.439215689897537,"b":0.713725507259369,"a":1.0},"position":1.0}],"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingRight":160.0,"paddingBottom":80.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:495","18:498","18:499","18:500"]},"47:1829":{"type":"TEXT","id":"47:1829","name":"UX Success Metrics","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":7996.33154296875,"width":231.058731079102,"height":18.70751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"UX Success Metrics","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1959":{"type":"TEXT","id":"47:1959","name":"Number of clicks / context switches per case","absoluteBoundingBox":{"x":1528.0,"y":8262.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1529.38073730469,"y":8267.0791015625,"width":299.016845703125,"height":39.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,218.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Number of clicks / context switches per case","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"19:917":{"type":"FRAME","id":"19:917","name":"Frame 16","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":1280.0,"height":1700.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":1700.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1125"]},"48:2862":{"type":"TEXT","id":"48:2862","name":"Engineering & Architecture","absoluteBoundingBox":{"x":184.0,"y":13087.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13091.203125,"width":259.5703125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Engineering & Architecture","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:312":{"type":"RECTANGLE","id":"36:312","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":7580.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7580.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2554":{"type":"FRAME","id":"48:2554","name":"Frame 290673","absoluteBoundingBox":{"x":144.0,"y":10777.09765625,"width":640.0,"height":228.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":10777.09765625,"width":640.0,"height":228.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,345.0]],"size":{"x":640.0,"y":228.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2555","48:2556"]},"47:1562":{"type":"FRAME","id":"47:1562","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":7568.783203125,"width":1040.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7568.783203125,"width":1040.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1563","47:1576","47:1585"]},"47:1206":{"type":"TEXT","id":"47:1206","name":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale. Manual rework loops resulted in poor traceability and limited audit visibility. High-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","absoluteBoundingBox":{"x":424.0,"y":1678.708984375,"width":320.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":434.6875,"y":1683.208984375,"width":307.799072265625,"height":215.181762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale.\nManual rework loops resulted in poor traceability and limited audit visibility.\nHigh-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1585":{"type":"FRAME","id":"47:1585","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":7568.783203125,"width":304.0,"height":282.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7568.783203125,"width":304.0,"height":282.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":282.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1586","47:1587","47:1588","47:1590","47:1591","47:1592"]},"47:2233":{"type":"FRAME","id":"47:2233","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":8498.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8498.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2234"]},"47:1834":{"type":"RECTANGLE","id":"47:1834","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:489":{"type":"TEXT","id":"45:489","name":"Observations","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3381.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1484":{"type":"FRAME","id":"47:1484","name":"Frame 22","absoluteBoundingBox":{"x":1488.0,"y":8303.09765625,"width":640.0,"height":480.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8303.09765625,"width":640.0,"height":480.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,7706.09765625]],"size":{"x":640.0,"y":480.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1485"]},"47:2243":{"type":"FRAME","id":"47:2243","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":8648.783203125,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8648.783203125,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2244"]},"47:1592":{"type":"FRAME","id":"47:1592","name":"Frame 290664","absoluteBoundingBox":{"x":920.0,"y":7827.783203125,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7827.783203125,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1593"]},"47:1994":{"type":"FRAME","id":"47:1994","name":"Frame 290663","absoluteBoundingBox":{"x":1488.0,"y":9468.09765625,"width":196.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9468.09765625,"width":196.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":196.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1995"]},"47:1111":{"type":"TEXT","id":"47:1111","name":"Reviewers","absoluteBoundingBox":{"x":1488.0,"y":5449.12890625,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.26416015625,"y":5452.75244140625,"width":98.995849609375,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewers","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1941":{"type":"RECTANGLE","id":"47:1941","name":"Rectangle 4","absoluteBoundingBox":{"x":552.0,"y":8212.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8212.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1503":{"type":"TEXT","id":"47:1503","name":"Accuracy & Compliance","absoluteBoundingBox":{"x":1722.66662597656,"y":8356.09765625,"width":170.666656494141,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":1723.14245605469,"y":8360.3603515625,"width":114.693115234375,"height":42.828125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accuracy & Compliance","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2864":{"type":"FRAME","id":"48:2864","name":"Frame 28","absoluteBoundingBox":{"x":184.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13183.5791015625,"width":1040.0,"height":94.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,282.0]],"size":{"x":1040.0,"y":94.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2865","48:2866"]},"47:782":{"type":"FRAME","id":"47:782","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1564.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:783"]},"36:1126":{"type":"FRAME","id":"36:1126","name":"Frame 290669","absoluteBoundingBox":{"x":184.0,"y":8519.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8519.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,225.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1127","36:1129"]},"20:1826":{"type":"FRAME","id":"20:1826","name":"Frame 33","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":960.0,"height":7890.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":918.0,"width":2128.4091796875,"height":7890.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":960.0,"y":7890.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1820","20:1816","21:1852","21:1919","21:1922"]},"47:1593":{"type":"TEXT","id":"47:1593","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":932.0,"y":7827.783203125,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":932.7109375,"y":7833.24853515625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2279":{"type":"RECTANGLE","id":"47:2279","name":"image 8","absoluteBoundingBox":{"x":1488.0,"y":11960.763671875,"width":640.0,"height":578.728210449219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11960.763671875,"width":640.0,"height":578.728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":578.728210449219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2207":{"type":"FRAME","id":"47:2207","name":"Frame 290669","absoluteBoundingBox":{"x":184.0,"y":8648.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8648.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,225.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2208","47:2210"]},"48:2497":{"type":"TEXT","id":"48:2497","name":"Case Management Case information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst.","absoluteBoundingBox":{"x":2312.0,"y":14228.6865234375,"width":295.0,"height":308.0},"isolatedAbsoluteRenderBounds":{"x":2312.5625,"y":14233.4169921875,"width":287.0791015625,"height":302.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":308.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Case Management\nCase information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:985":{"type":"TEXT","id":"47:985","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":3008.0,"y":980.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3008.92041015625,"y":985.004455566406,"width":294.759765625,"height":35.9090576171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2795":{"type":"TEXT","id":"48:2795","name":"Delivered engineering-ready Figma files ahead of sprint Worked one sprint ahead to de-risk complex workflows Used shared artefacts as a single source of truth Held design walkthroughs with engineering & QA Participated in design QA during development","absoluteBoundingBox":{"x":1488.0,"y":15125.8544921875,"width":640.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":1498.6875,"y":15130.150390625,"width":482.680541992188,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":640.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Delivered engineering-ready Figma files ahead of sprint\nWorked one sprint ahead to de-risk complex workflows\nUsed shared artefacts as a single source of truth\nHeld design walkthroughs with engineering & QA\nParticipated in design QA during development","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1601":{"type":"TEXT","id":"47:1601","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2392.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2393.07397460938,"y":7621.51318359375,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1587":{"type":"TEXT","id":"47:1587","name":"Onboard new clients directly without customisation","absoluteBoundingBox":{"x":920.0,"y":7616.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.613647460938,"y":7621.283203125,"width":239.838134765625,"height":35.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Onboard new clients directly without customisation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1068":{"type":"FRAME","id":"47:1068","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":3788.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3788.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1069"]},"47:2194":{"type":"TEXT","id":"47:2194","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8423.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8429.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:307":{"type":"TEXT","id":"36:307","name":"Platform Outcomes","absoluteBoundingBox":{"x":184.0,"y":7386.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":7391.51025390625,"width":223.233413696289,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Platform Outcomes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:334":{"type":"TEXT","id":"45:334","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3412.25830078125,"width":129.439697265625,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:387":{"type":"TEXT","id":"45:387","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":1528.0,"y":3490.634765625,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":1528.5625,"y":3494.93017578125,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,82.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:813":{"type":"FRAME","id":"47:813","name":"Frame 21","absoluteBoundingBox":{"x":184.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,325.0]],"size":{"x":1040.0,"y":1398.70910644531},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:814","47:815"]},"36:329":{"type":"TEXT","id":"36:329","name":"Adoption of AI-assisted workflows across teams","absoluteBoundingBox":{"x":920.0,"y":7630.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.460205078125,"y":7635.07861328125,"width":287.953247070312,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,191.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Adoption of AI-assisted workflows across teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2616":{"type":"FRAME","id":"48:2616","name":"Frame 3","absoluteBoundingBox":{"x":64.0,"y":3793.49194335938,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":3793.49194335938,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2617"]},"36:395":{"type":"TEXT","id":"36:395","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":2392.0,"y":4170.708984375,"width":277.333343505859,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2392.86938476562,"y":4175.00439453125,"width":244.25927734375,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,334.0]],"size":{"x":277.333343505859,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1586":{"type":"TEXT","id":"47:1586","name":"Analysts","absoluteBoundingBox":{"x":920.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":920.475830078125,"y":7573.23779296875,"width":84.3959350585938,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1047":{"type":"TEXT","id":"47:1047","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":184.0,"y":3889.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.920455932617,"y":3894.208984375,"width":266.9462890625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2681":{"type":"TEXT","id":"48:2681","name":"My Role","absoluteBoundingBox":{"x":1488.0,"y":12906.826171875,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.26416015625,"y":12911.2802734375,"width":74.6343994140625,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"My Role","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1383":{"type":"TEXT","id":"20:1383","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":920.0,"y":3856.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.920471191406,"y":3861.00439453125,"width":294.759704589844,"height":35.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:891":{"type":"TEXT","id":"47:891","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":1488.0,"y":3762.12866210938,"width":170.66667175293,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":1488.86926269531,"y":3767.03784179688,"width":152.560424804688,"height":101.321044921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,352.0]],"size":{"x":170.66667175293,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1576":{"type":"FRAME","id":"47:1576","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":7568.783203125,"width":304.0,"height":238.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7568.783203125,"width":304.0,"height":238.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":238.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1577","47:1578","47:1579","47:1581","47:1582","47:1583"]},"47:1453":{"type":"FRAME","id":"47:1453","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1454"]},"48:2574":{"type":"FRAME","id":"48:2574","name":"Frame 290672","absoluteBoundingBox":{"x":1488.0,"y":9895.09765625,"width":640.0,"height":473.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9895.09765625,"width":640.0,"height":473.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":473.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2575","48:2576"]},"46:503":{"type":"FRAME","id":"46:503","name":"Frame 31","absoluteBoundingBox":{"x":184.0,"y":13430.5791015625,"width":1040.0,"height":116.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13430.5791015625,"width":1040.0,"height":116.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,658.0]],"size":{"x":1040.0,"y":116.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["46:504","46:505"]},"47:1719":{"type":"TEXT","id":"47:1719","name":"Outreach completion time","absoluteBoundingBox":{"x":184.0,"y":7858.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.073867797852,"y":7863.283203125,"width":215.65104675293,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,290.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Outreach completion time","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1746":{"type":"TEXT","id":"47:1746","name":"Efficiency & Scale","absoluteBoundingBox":{"x":1528.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":7572.40673828125,"width":171.014892578125,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency & Scale","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1790":{"type":"TEXT","id":"47:1790","name":"Annotation correction frequency","absoluteBoundingBox":{"x":1722.66662597656,"y":8908.09765625,"width":170.666656494141,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1723.12683105469,"y":8912.59765625,"width":90.0784912109375,"height":61.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":170.666656494141,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Annotation correction frequency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:589":{"type":"TEXT","id":"36:589","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":2733.33325195312,"y":3908.708984375,"width":277.333312988281,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2734.20263671875,"y":3913.00439453125,"width":244.631103515625,"height":35.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":277.333312988281,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1581":{"type":"RECTANGLE","id":"47:1581","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1580":{"type":"TEXT","id":"47:1580","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":564.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":564.556823730469,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1578":{"type":"TEXT","id":"47:1578","name":"Reduction in rework loops","absoluteBoundingBox":{"x":552.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":7621.283203125,"width":215.530700683594,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduction in rework loops","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2188":{"type":"FRAME","id":"47:2188","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2189"]},"47:2063":{"type":"TEXT","id":"47:2063","name":"“I feel more confident to handle complex cases”","absoluteBoundingBox":{"x":300.0,"y":8573.783203125,"width":401.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8578.0791015625,"width":398.9072265625,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":401.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I feel more confident to handle complex cases”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3055":{"type":"FRAME","id":"48:3055","name":"Frame 29","absoluteBoundingBox":{"x":1528.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,400.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3056","48:3057"]},"18:441":{"type":"TEXT","id":"18:441","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":1088.5,"y":1119.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":1089.18176269531,"y":1123.72729492188,"width":929.240966796875,"height":139.454467773438},"relativeTransform":[[1.0,0.0,-479.5],[0.0,1.0,0.0]],"size":{"x":960.0,"y":145.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1563":{"type":"FRAME","id":"47:1563","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":7568.783203125,"width":304.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7568.783203125,"width":304.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1564","47:1565","47:1566","47:1568","47:1569","47:1570","47:1572","47:1573","47:1574"]},"47:1574":{"type":"FRAME","id":"47:1574","name":"Frame 290665","absoluteBoundingBox":{"x":184.0,"y":7904.783203125,"width":97.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7904.783203125,"width":97.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,336.0]],"size":{"x":97.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1575"]},"47:1575":{"type":"TEXT","id":"47:1575","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7904.783203125,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.725845336914,"y":7910.1240234375,"width":71.7587127685547,"height":11.01220703125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1573":{"type":"TEXT","id":"47:1573","name":"Outreach completion time","absoluteBoundingBox":{"x":184.0,"y":7858.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.073867797852,"y":7863.283203125,"width":215.65104675293,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,290.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Outreach completion time","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1308":{"type":"TEXT","id":"47:1308","name":"Bulk efficiency must not come at the cost of individual case accountability. A case-first architecture is essential for meaningful progress tracking across projects and entities. Early investment in configurability scales better than client-specific custom builds. Supervisors need surfaced signals and exceptions, not exhaustive data views.","absoluteBoundingBox":{"x":2312.0,"y":9595.4033203125,"width":295.0,"height":308.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":9599.69921875,"width":269.25537109375,"height":299.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":308.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Bulk efficiency must not come at the cost of individual case accountability.\nA case-first architecture is essential for meaningful progress tracking across projects and entities.\nEarly investment in configurability scales better than client-specific custom builds.\nSupervisors need surfaced signals and exceptions, not exhaustive data views.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:967":{"type":"TEXT","id":"47:967","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":2272.0,"y":884.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2272.92041015625,"y":889.208984375,"width":266.9462890625,"height":39.1818237304688},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:511":{"type":"TEXT","id":"46:511","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":3415.634765625,"width":960.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":3419.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":960.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1844":{"type":"TEXT","id":"21:1844","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":2773.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.49426269531,"y":2777.8466796875,"width":299.714599609375,"height":1613.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"OUTSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1101":{"type":"TEXT","id":"47:1101","name":"Observations","absoluteBoundingBox":{"x":1488.0,"y":4095.12866210938,"width":186.66667175293,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.00854492188,"y":4098.75244140625,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.66667175293,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1831":{"type":"FRAME","id":"21:1831","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":5637.708984375,"width":320.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5637.708984375,"width":320.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["21:1832","21:1833"]},"11:164":{"type":"FRAME","id":"11:164","name":"Frame 2","absoluteBoundingBox":{"x":184.0,"y":655.0,"width":1040.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":655.0,"width":1040.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["11:166"]},"48:3062":{"type":"TEXT","id":"48:3062","name":"Trade-offs Negotiated with Stakeholders","absoluteBoundingBox":{"x":1528.0,"y":13559.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1528.71020507812,"y":13563.203125,"width":394.5771484375,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Trade-offs Negotiated with Stakeholders","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1564":{"type":"TEXT","id":"47:1564","name":"Efficiency & Scale","absoluteBoundingBox":{"x":184.0,"y":7568.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":7572.40673828125,"width":171.014846801758,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency & Scale","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1377":{"type":"TEXT","id":"47:1377","name":"Locating documents assigned for review was slow and required unnecessary navigation. Providing review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions. While reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming. Reviewers focused on identifying exceptions rather than rechecking completeness. Pattern recognition and rapid visual scanning were the primary review strategies.","absoluteBoundingBox":{"x":184.0,"y":5204.708984375,"width":320.0,"height":440.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":5209.00439453125,"width":302.864318847656,"height":435.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":440.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Locating documents assigned for review was slow and required unnecessary navigation.\nProviding review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions.\nWhile reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming.\nReviewers focused on identifying exceptions rather than rechecking completeness.\nPattern recognition and rapid visual scanning were the primary review strategies.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2898":{"type":"FRAME","id":"48:2898","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2899","48:2900"]},"48:3034":{"type":"TEXT","id":"48:3034","name":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","absoluteBoundingBox":{"x":184.0,"y":13878.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":13882.875,"width":981.863830566406,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2915":{"type":"TEXT","id":"48:2915","name":"Ran regular cross-team reviews Acted as UX point-of-contact across platform","absoluteBoundingBox":{"x":2392.0,"y":13727.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":13732.0791015625,"width":398.92626953125,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Ran regular cross-team reviews\nActed as UX point-of-contact across platform","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1572":{"type":"RECTANGLE","id":"47:1572","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":7830.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7830.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,262.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1390":{"type":"FRAME","id":"20:1390","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":3712.708984375,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":3712.708984375,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["20:1373","20:1378","20:1431","20:1383"]},"47:1570":{"type":"FRAME","id":"47:1570","name":"Frame 290664","absoluteBoundingBox":{"x":184.0,"y":7783.783203125,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7783.783203125,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1571"]},"47:2361":{"type":"TEXT","id":"47:2361","name":"AI Model Settings Regulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process.","absoluteBoundingBox":{"x":2806.0,"y":9640.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":2806.42822265625,"y":9644.9443359375,"width":621.17041015625,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"AI Model Settings\nRegulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"19:906":{"type":"FRAME","id":"19:906","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":1435.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1435.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["19:907"]},"47:1571":{"type":"TEXT","id":"47:1571","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7783.783203125,"width":43.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.860092163086,"y":7789.24853515625,"width":40.7496337890625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":43.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"50% +","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1569":{"type":"TEXT","id":"47:1569","name":"Reduced manual annotation effort","absoluteBoundingBox":{"x":184.0,"y":7737.783203125,"width":288.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.585220336914,"y":7742.07861328125,"width":284.866455078125,"height":13.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":288.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduced manual annotation effort","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2854":{"type":"FRAME","id":"48:2854","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2855"]},"15:386":{"type":"TEXT","id":"15:386","name":"Vinatha Babyprakash","absoluteBoundingBox":{"x":2312.0,"y":244.0,"width":295.0,"height":174.0},"isolatedAbsoluteRenderBounds":{"x":2313.17602539062,"y":253.403411865234,"width":216.361328125,"height":153.125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":174.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Vinatha Babyprakash","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":48.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.24,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":58.0909080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:214":{"type":"FRAME","id":"11:214","name":"Frame 7","absoluteBoundingBox":{"x":64.0,"y":655.0,"width":1280.0,"height":13440.5791015625},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":655.0,"width":1280.0,"height":13440.5791015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,555.0]],"size":{"x":1280.0,"y":13440.5791015625},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":120.0,"paddingLeft":120.0,"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","isInAnimateTree":true,"children":["19:1057","11:149","19:905","20:1132","20:1300","20:1656","36:280","36:304","36:531","36:787","36:1209","45:262","45:372","46:537"]},"18:498":{"type":"TEXT","id":"18:498","name":"KYC AI-Assisted Document Annotation & Case Management","absoluteBoundingBox":{"x":2432.0,"y":1036.0,"width":960.0,"height":96.0},"isolatedAbsoluteRenderBounds":{"x":2435.19604492188,"y":1044.74426269531,"width":874.83251953125,"height":86.89208984375},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,136.0]],"size":{"x":960.0,"y":96.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"KYC AI-Assisted Document Annotation & Case Management ","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1492":{"type":"FRAME","id":"47:1492","name":"Frame 290663","absoluteBoundingBox":{"x":1488.0,"y":8496.09765625,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8496.09765625,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1493"]},"36:1155":{"type":"FRAME","id":"36:1155","name":"Frame 290670","absoluteBoundingBox":{"x":184.0,"y":8594.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8594.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,300.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1156","36:1158"]},"47:883":{"type":"TEXT","id":"47:883","name":"Research & Discovery","absoluteBoundingBox":{"x":1488.0,"y":3357.12866210938,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":3361.67700195312,"width":251.098510742188,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3040":{"type":"TEXT","id":"48:3040","name":"I’d invest earlier in supervisor-level configurations, not just analyst workflows. Configurable workflows paid off — we could support multiple banks without custom builds. I would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","absoluteBoundingBox":{"x":184.0,"y":14136.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":14140.875,"width":951.343383789062,"height":83.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’d invest earlier in supervisor-level configurations, not just analyst workflows.\nConfigurable workflows paid off — we could support multiple banks without custom builds.\nI would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:672":{"mainComponentId":"18:632","type":"INSTANCE","id":"18:672","name":"FinTrU Logo","absoluteBoundingBox":{"x":2375.67553710938,"y":1334.0,"width":167.648941040039,"height":60.0},"targetAspectRatio":{"x":446.980010986328,"y":159.970001220703},"isolatedAbsoluteRenderBounds":{"x":2375.67553710938,"y":1334.0,"width":167.648941040039,"height":60.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,20.0]],"size":{"x":167.648941040039,"y":60.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"clipsContent":true,"children":["I18:672;838:1671"],"componentSetId":"18:559","componentProperties":{"Property 2":{"value":"White","type":"VARIANT","boundVariables":{}}},"overrides":[]},"36:538":{"type":"TEXT","id":"36:538","name":"Time-on-task for document validation","absoluteBoundingBox":{"x":184.0,"y":7963.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.613632202148,"y":7968.07861328125,"width":231.430923461914,"height":35.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-on-task for document validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1454":{"type":"TEXT","id":"47:1454","name":"Before-After Workflow","absoluteBoundingBox":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":6335.43603515625,"width":262.571594238281,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1965":{"type":"RECTANGLE","id":"47:1965","name":"Rectangle 4","absoluteBoundingBox":{"x":1896.0,"y":8212.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":8212.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:3074":{"type":"TEXT","id":"48:3074","name":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity. Analysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it. Once the system behaved consistently and explained itself, adoption followed naturally. We learned that human-in-the-loop isn’t just adding a review step. It’s about redesigning the entire workflow so validation feels like supervision, not busywork.","absoluteBoundingBox":{"x":1528.0,"y":13974.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13978.875,"width":844.996337890625,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity.\nAnalysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it.\nOnce the system behaved consistently and explained itself, adoption followed naturally.\nWe learned that human-in-the-loop isn’t just adding a review step.\nIt’s about redesigning the entire workflow so validation feels like supervision, not busywork.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1181":{"type":"FRAME","id":"47:1181","name":"Frame 20","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":783.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":1957.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1182","47:1184"]},"47:1210":{"type":"RECTANGLE","id":"47:1210","name":"Rectangle 4","absoluteBoundingBox":{"x":64.0,"y":2158.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":2158.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1332.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2203":{"type":"FRAME","id":"47:2203","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8573.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8573.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2204"]},"47:1253":{"type":"RECTANGLE","id":"47:1253","name":"Rectangle 4","absoluteBoundingBox":{"x":2272.0,"y":2158.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":2158.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1332.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:270":{"type":"TEXT","id":"45:270","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":1528.0,"y":3451.708984375,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":1528.5625,"y":3456.00439453125,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:171":{"type":"FRAME","id":"45:171","name":"Frame 290675","absoluteBoundingBox":{"x":184.0,"y":8799.783203125,"width":1040.0,"height":1415.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8799.783203125,"width":1040.0,"height":1415.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1415.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["36:1238","37:146","42:269","45:173"]},"47:2364":{"type":"FRAME","id":"47:2364","name":"Frame 290675","absoluteBoundingBox":{"x":2392.0,"y":9982.783203125,"width":1040.0,"height":361.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":9982.783203125,"width":1040.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1054.0]],"size":{"x":1040.0,"y":361.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2365","47:2366"]},"47:1200":{"type":"FRAME","id":"47:1200","name":"Frame 30","absoluteBoundingBox":{"x":64.0,"y":1640.708984375,"width":1040.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":1640.708984375,"width":1040.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1201","47:1204","47:1207"]},"36:1242":{"type":"FRAME","id":"36:1242","name":"Frame 3","absoluteBoundingBox":{"x":598.0,"y":8963.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":8963.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1243"]},"48:2934":{"type":"TEXT","id":"48:2934","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":2312.0,"y":17769.083984375,"width":295.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":17773.37890625,"width":278.2431640625,"height":127.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":295.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"16:425":{"type":"TEXT","id":"16:425","name":"Selected Work","absoluteBoundingBox":{"x":1408.0,"y":810.0,"width":800.0,"height":5632.0},"isolatedAbsoluteRenderBounds":{"x":1409.45458984375,"y":817.409118652344,"width":221.770263671875,"height":23.9431762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":800.0,"y":5632.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1954":{"type":"TEXT","id":"47:1954","name":"Efficiency","absoluteBoundingBox":{"x":1528.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":8048.40673828125,"width":95.658935546875,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1225":{"type":"FRAME","id":"47:1225","name":"Frame 14","absoluteBoundingBox":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":783.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1226"]},"47:1767":{"type":"FRAME","id":"47:1767","name":"Frame 22","absoluteBoundingBox":{"x":2264.0,"y":7568.783203125,"width":304.0,"height":282.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":7568.783203125,"width":304.0,"height":282.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":282.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1768","47:1769","47:1770","47:1772","47:1773","47:1774"]},"47:1952":{"type":"FRAME","id":"47:1952","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":8044.783203125,"width":1040.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8044.783203125,"width":1040.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1953","47:1960","47:1967"]},"47:1456":{"type":"RECTANGLE","id":"47:1456","name":"image 16","absoluteBoundingBox":{"x":184.0,"y":6585.708984375,"width":1040.0,"height":866.074096679688},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6585.708984375,"width":1040.0,"height":866.07421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,255.0]],"size":{"x":1040.0,"y":866.074096679688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1243":{"type":"FRAME","id":"47:1243","name":"Frame 30","absoluteBoundingBox":{"x":2272.0,"y":1640.708984375,"width":1040.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":1640.708984375,"width":1040.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1244","47:1247","47:1250"]},"47:2225":{"type":"FRAME","id":"47:2225","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:2226"]},"47:1203":{"type":"TEXT","id":"47:1203","name":"Locating documents assigned for review was slow and required unnecessary navigation. Providing review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions. While reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming. Reviewers focused on identifying exceptions rather than rechecking completeness. Pattern recognition and rapid visual scanning were the primary review strategies.","absoluteBoundingBox":{"x":64.0,"y":1678.708984375,"width":320.0,"height":440.0},"isolatedAbsoluteRenderBounds":{"x":74.6875,"y":1683.00439453125,"width":302.864318847656,"height":435.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":440.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Locating documents assigned for review was slow and required unnecessary navigation.\nProviding review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions.\nWhile reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming.\nReviewers focused on identifying exceptions rather than rechecking completeness.\nPattern recognition and rapid visual scanning were the primary review strategies.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1197":{"type":"RECTANGLE","id":"47:1197","name":"Rectangle 3","absoluteBoundingBox":{"x":64.0,"y":1558.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":1558.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,732.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:936":{"type":"FRAME","id":"47:936","name":"Frame 14","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":783.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:937"]},"46:520":{"type":"FRAME","id":"46:520","name":"Frame 32","absoluteBoundingBox":{"x":184.0,"y":13570.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13570.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,798.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["46:521","46:522"]},"47:1196":{"type":"TEXT","id":"47:1196","name":"Reducing context switching has a greater impact than speeding up individual actions. Analysts need support maintaining case context across documents, not just faster annotation tools. AI is most effective when it supports validation rather than replacing judgement.","absoluteBoundingBox":{"x":784.0,"y":902.708984375,"width":320.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":794.6875,"y":907.208984375,"width":306.4326171875,"height":193.386352539062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reducing context switching has a greater impact than speeding up individual actions.\nAnalysts need support maintaining case context across documents, not just faster annotation tools.\nAI is most effective when it supports validation rather than replacing judgement.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:567":{"type":"TEXT","id":"36:567","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":1896.0,"y":3939.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.86926269531,"y":3944.00439453125,"width":299.022827148438,"height":35.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1650":{"type":"TEXT","id":"47:1650","name":"Reduction in rework loops","absoluteBoundingBox":{"x":2312.0,"y":11242.068359375,"width":295.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2313.58520507812,"y":11246.568359375,"width":215.53076171875,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,36.0]],"size":{"x":295.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduction in rework loops","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:590":{"type":"RECTANGLE","id":"36:590","name":"Rectangle 3","absoluteBoundingBox":{"x":2733.33325195312,"y":3976.708984375,"width":277.333312988281,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2733.33325195312,"y":3976.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":277.333312988281,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1195":{"type":"TEXT","id":"47:1195","name":"Insights","absoluteBoundingBox":{"x":784.0,"y":864.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":785.264221191406,"y":868.332580566406,"width":76.0684814453125,"height":19.694580078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1266":{"type":"FRAME","id":"47:1266","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":5652.4033203125,"width":295.0,"height":4251.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5652.4033203125,"width":295.0,"height":4251.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,4860.4033203125]],"size":{"x":295.0,"y":4251.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1267"]},"37:187":{"type":"RECTANGLE","id":"37:187","name":"image 10","absoluteBoundingBox":{"x":1528.0,"y":6399.92578125,"width":900.0,"height":745.0},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.92578125,"width":900.0,"height":745.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.216796875]],"size":{"x":900.0,"y":745.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1794":{"type":"TEXT","id":"47:1794","name":"Incorrect case status transitions","absoluteBoundingBox":{"x":1722.66662597656,"y":9122.09765625,"width":170.666656494141,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1723.61267089844,"y":9127.0068359375,"width":143.253051757812,"height":35.3212890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,262.0]],"size":{"x":170.666656494141,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Incorrect case status transitions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2880":{"type":"FRAME","id":"48:2880","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2881"]},"18:633":{"type":"SVG","id":"18:633","name":"Layer_1-2","overrideKey":"838:1671","absoluteBoundingBox":{"x":1101.0,"y":-1866.0,"width":167.648941040039,"height":60.0},"isolatedAbsoluteRenderBounds":{"x":1101.0,"y":-1866.0,"width":167.649047851562,"height":60.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":167.648941040039,"y":60.0},"fills":[],"constraints":{"vertical":"SCALE","horizontal":"SCALE"},"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"right":{"pixelOffset":0.0,"sizeFraction":1.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0},"bottom":{"pixelOffset":0.0,"sizeFraction":1.0}},"strokeAlign":"INSIDE","strokes":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"hash":"2b411f1ae77ac67b5709cca5eb0cd41cb6bbe5a4"},"47:1401":{"type":"FRAME","id":"47:1401","name":"Frame 33","absoluteBoundingBox":{"x":1528.0,"y":4352.708984375,"width":1040.0,"height":1914.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4352.708984375,"width":1040.0,"height":1914.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1914.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1402","47:1414","47:1415","47:1427","47:1428"]},"47:1188":{"type":"FRAME","id":"47:1188","name":"Frame 26","absoluteBoundingBox":{"x":64.0,"y":864.708984375,"width":320.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":864.708984375,"width":320.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1189","47:1190"]},"47:1605":{"type":"TEXT","id":"47:1605","name":"Reduced manual annotation effort","absoluteBoundingBox":{"x":2392.0,"y":7737.783203125,"width":288.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2393.58520507812,"y":7742.07861328125,"width":284.866455078125,"height":13.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":288.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduced manual annotation effort","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2856":{"type":"FRAME","id":"48:2856","name":"Frame 290676","absoluteBoundingBox":{"x":184.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":870.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:2857","48:2858","48:2861","48:2864","48:2867","48:2870","48:2873","48:2876"]},"47:1190":{"type":"TEXT","id":"47:1190","name":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory. Workflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching. Manual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents. Repetitive cross-checking and document matching increased fatigue, with error rates rising later in the day. Analysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure. When AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","absoluteBoundingBox":{"x":64.0,"y":902.708984375,"width":320.0,"height":616.0},"isolatedAbsoluteRenderBounds":{"x":74.6875,"y":907.208984375,"width":308.031768798828,"height":611.181762695312},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":616.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory.\nWorkflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching.\nManual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents.\nRepetitive cross-checking and document matching increased fatigue, with error rates rising later in the day.\nAnalysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure.\nWhen AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1716":{"type":"FRAME","id":"47:1716","name":"Frame 290664","absoluteBoundingBox":{"x":184.0,"y":7783.783203125,"width":67.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7783.783203125,"width":67.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":67.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1717"]},"47:853":{"type":"RECTANGLE","id":"47:853","name":"image 3","absoluteBoundingBox":{"x":2312.0,"y":4324.8603515625,"width":295.0,"height":200.542877197266},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":4324.8603515625,"width":295.0,"height":200.54296875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,224.860198974609]],"size":{"x":295.0,"y":200.542877197266},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for annotation tool","ariaAttributes":{},"interactions":[]},"46:501":{"type":"FRAME","id":"46:501","name":"Frame 290676","absoluteBoundingBox":{"x":184.0,"y":12772.5791015625,"width":1040.0,"height":870.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12772.5791015625,"width":1040.0,"height":870.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":870.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["45:375","45:376","45:379","45:448","45:465","45:482","46:503","46:520"]},"11:149":{"type":"FRAME","id":"11:149","name":"Frame 5","absoluteBoundingBox":{"x":184.0,"y":804.0,"width":1040.0,"height":567.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":804.0,"width":1040.0,"height":567.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,149.0]],"size":{"x":1040.0,"y":567.0},"fills":[{"blendMode":"NORMAL","type":"GRADIENT_LINEAR","transform":[[-1.0,0.0,1.0],[0.0,-1.0,0.999999940395355]],"gradientStops":[{"color":{"r":0.61176472902298,"g":0.278431385755539,"b":0.627451002597809,"a":1.0},"position":0.0},{"color":{"r":0.113725490868092,"g":0.439215689897537,"b":0.713725507259369,"a":1.0},"position":1.0}],"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingRight":120.0,"paddingBottom":80.0,"paddingLeft":120.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","isInAnimateTree":true,"children":["11:161","18:780","16:421","18:427","18:432"]},"36:790":{"type":"TEXT","id":"36:790","name":"User Feedback","absoluteBoundingBox":{"x":184.0,"y":8241.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":8247.3291015625,"width":171.918655395508,"height":17.7099609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"User Feedback","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1829":{"type":"TEXT","id":"21:1829","name":"Supervisors","absoluteBoundingBox":{"x":184.0,"y":5599.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.795455932617,"y":5603.33251953125,"width":116.256759643555,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:302":{"type":"RECTANGLE","id":"36:302","name":"image 16","absoluteBoundingBox":{"x":1528.0,"y":3707.708984375,"width":1040.0,"height":866.074096679688},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3707.708984375,"width":1040.0,"height":866.07421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,299.0]],"size":{"x":1040.0,"y":866.074096679688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2064":{"type":"RECTANGLE","id":"47:2064","name":"Rectangle 5","absoluteBoundingBox":{"x":184.0,"y":8620.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8620.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,197.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1189":{"type":"TEXT","id":"47:1189","name":"Observations","absoluteBoundingBox":{"x":64.0,"y":864.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":65.0085220336914,"y":868.332580566406,"width":129.439788818359,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2603":{"type":"TEXT","id":"48:2603","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":12707.826171875,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":12711.15234375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:311":{"type":"TEXT","id":"36:311","name":"Case throughput per analyst","absoluteBoundingBox":{"x":184.0,"y":7487.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.073867797852,"y":7492.51318359375,"width":237.92741394043,"height":17.15625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2204":{"type":"TEXT","id":"47:2204","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8573.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8579.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"18:479":{"type":"FRAME","id":"18:479","name":"Frame 12","absoluteBoundingBox":{"x":64.0,"y":847.0,"width":1280.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":847.0,"width":1280.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1280.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:480"]},"45:377":{"type":"TEXT","id":"45:377","name":"Product Management","absoluteBoundingBox":{"x":184.0,"y":12862.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":12867.033203125,"width":207.623519897461,"height":18.8642578125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product Management","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:935":{"type":"FRAME","id":"47:935","name":"Frame 20","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":783.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":457.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:936","47:938"]},"47:1985":{"type":"TEXT","id":"47:1985","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":9318.09765625,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.33312988281,"y":9323.916015625,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:867":{"type":"TEXT","id":"47:867","name":"Understanding the problem space","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":2005.54833984375,"width":393.150024414062,"height":23.6334228515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:837":{"type":"FRAME","id":"36:837","name":"Frame 14","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:838"]},"20:1392":{"type":"FRAME","id":"20:1392","name":"Frame 23","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,344.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1350","20:1355","20:1360","20:1365","20:1370","20:1420","20:1423","20:1428"]},"47:951":{"type":"RECTANGLE","id":"47:951","name":"Rectangle 4","absoluteBoundingBox":{"x":432.0,"y":1072.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":432.0,"y":1072.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,236.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"42:272":{"type":"TEXT","id":"42:272","name":"AI Model Settings Regulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process.","absoluteBoundingBox":{"x":598.0,"y":9511.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":598.428283691406,"y":9515.9443359375,"width":621.170349121094,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"AI Model Settings\nRegulatory audit requirements demanded that AI could only be introduced strategically and human involvement in reviewing final decisions was mandatory. Also, the accuracy threshold across document types were not uniform. So explored options for users to set accuracy thresholds to determined the level of AI involved in annotation process. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:950":{"type":"TEXT","id":"47:950","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":432.0,"y":1004.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":432.460235595703,"y":1009.208984375,"width":265.775482177734,"height":39.1817626953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"37:155":{"type":"TEXT","id":"37:155","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":126.0,"height":1342.0},"isolatedAbsoluteRenderBounds":{"x":2447.38354492188,"y":6404.00439453125,"width":124.447021484375,"height":1333.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":126.0,"y":1342.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1239":{"type":"TEXT","id":"47:1239","name":"Reducing context switching has a greater impact than speeding up individual actions. Analysts need support maintaining case context across documents, not just faster annotation tools. AI is most effective when it supports validation rather than replacing judgement.","absoluteBoundingBox":{"x":2992.0,"y":902.708984375,"width":320.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":3002.6875,"y":907.208984375,"width":306.4326171875,"height":193.386352539062},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reducing context switching has a greater impact than speeding up individual actions.\nAnalysts need support maintaining case context across documents, not just faster annotation tools.\nAI is most effective when it supports validation rather than replacing judgement.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:320":{"type":"TEXT","id":"36:320","name":"Reviewer rejection rates","absoluteBoundingBox":{"x":552.0,"y":7608.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":7613.283203125,"width":200.310180664062,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewer rejection rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:791":{"type":"FRAME","id":"36:791","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":8294.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8294.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["36:792"]},"18:445":{"type":"FRAME","id":"18:445","name":"Frame 12","absoluteBoundingBox":{"x":184.0,"y":718.0,"width":1040.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":718.0,"width":1040.0,"height":22.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,63.0]],"size":{"x":1040.0,"y":22.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:437"]},"47:1221":{"type":"TEXT","id":"47:1221","name":"Insights","absoluteBoundingBox":{"x":784.0,"y":2240.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":785.264221191406,"y":2244.33251953125,"width":76.0684814453125,"height":19.694580078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2926":{"type":"TEXT","id":"48:2926","name":"I’d invest earlier in supervisor-level configurations, not just analyst workflows. Configurable workflows paid off — we could support multiple banks without custom builds. I would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","absoluteBoundingBox":{"x":2392.0,"y":14136.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":14140.875,"width":951.34326171875,"height":83.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’d invest earlier in supervisor-level configurations, not just analyst workflows.\nConfigurable workflows paid off — we could support multiple banks without custom builds.\nI would be much more intentional about building flexibility early, especially in regulated spaces. And include risk partnership earlier in projects","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:540":{"type":"TEXT","id":"18:540","name":"2023-2026","absoluteBoundingBox":{"x":224.0,"y":1156.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":225.661926269531,"y":1161.30676269531,"width":126.94482421875,"height":17.9830322265625},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,256.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"2023-2026","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1826":{"type":"FRAME","id":"47:1826","name":"Frame 23","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":315.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7207.783203125]],"size":{"x":1040.0,"y":315.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1827"]},"47:2360":{"type":"FRAME","id":"47:2360","name":"Frame 290673","absoluteBoundingBox":{"x":2806.0,"y":9640.783203125,"width":626.0,"height":278.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":9640.783203125,"width":626.0,"height":278.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":278.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["47:2361","47:2362"]},"45:482":{"type":"FRAME","id":"45:482","name":"Frame 30","absoluteBoundingBox":{"x":184.0,"y":13268.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13268.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,496.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["45:483","45:484"]},"47:1631":{"type":"FRAME","id":"47:1631","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":10826.068359375,"width":295.0,"height":844.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10826.068359375,"width":295.0,"height":844.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":844.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1632","47:1634"]},"47:1779":{"type":"TEXT","id":"47:1779","name":"UX Success Metrics","absoluteBoundingBox":{"x":1488.0,"y":8807.09765625,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1489.51708984375,"y":8811.6455078125,"width":231.058715820312,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"UX Success Metrics","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:939":{"type":"FRAME","id":"47:939","name":"Frame 24","absoluteBoundingBox":{"x":64.0,"y":836.708984375,"width":304.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":836.708984375,"width":304.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:940","47:941","47:942","47:943","47:944","47:945"]},"47:1749":{"type":"TEXT","id":"47:1749","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1540.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1540.55676269531,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"20:1739":{"type":"FRAME","id":"20:1739","name":"Frame 28","absoluteBoundingBox":{"x":3056.0,"y":1005.0,"width":1280.0,"height":1680.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":1005.0,"width":1280.0,"height":1680.0},"relativeTransform":[[1.0,0.0,1648.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":1680.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1717","20:1718"]},"47:810":{"type":"FRAME","id":"47:810","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2001.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:811"]},"48:2508":{"type":"FRAME","id":"48:2508","name":"Frame 290673","absoluteBoundingBox":{"x":2312.0,"y":15576.3056640625,"width":295.0,"height":338.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15576.3056640625,"width":295.0,"height":338.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,280.757507324219]],"size":{"x":295.0,"y":338.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2509","48:2510"]},"47:942":{"type":"RECTANGLE","id":"47:942","name":"Rectangle 3","absoluteBoundingBox":{"x":64.0,"y":952.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":952.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:954":{"type":"TEXT","id":"47:954","name":"Case lifecycle analysis (delays, rework loops, handoffs)","absoluteBoundingBox":{"x":432.0,"y":1196.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":433.073852539062,"y":1201.00439453125,"width":257.339111328125,"height":39.3863525390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,360.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case lifecycle analysis (delays, rework loops, handoffs)","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:727":{"type":"FRAME","id":"36:727","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":3983.708984375,"width":145.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3983.708984375,"width":145.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":145.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:728"]},"47:2317":{"type":"FRAME","id":"47:2317","name":"Frame 290675","absoluteBoundingBox":{"x":184.0,"y":8928.783203125,"width":1040.0,"height":1415.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8928.783203125,"width":1040.0,"height":1415.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1415.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:2318","47:2324","47:2330","47:2336"]},"15:341":{"type":"TEXT","id":"15:341","name":"Vinatha Babyprakash","absoluteBoundingBox":{"x":184.0,"y":340.0,"width":1040.0,"height":53.0},"isolatedAbsoluteRenderBounds":{"x":185.078125,"y":349.453125,"width":445.5517578125,"height":42.546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":53.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Vinatha Babyprakash","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":44.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.22,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":53.25,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"37:149":{"type":"TEXT","id":"37:149","name":"Case Management Case information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst.","absoluteBoundingBox":{"x":598.0,"y":9116.783203125,"width":626.0,"height":154.0},"isolatedAbsoluteRenderBounds":{"x":598.5625,"y":9121.513671875,"width":623.05078125,"height":148.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":154.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Case Management\nCase information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:940":{"type":"TEXT","id":"47:940","name":"Qualitative Analysis","absoluteBoundingBox":{"x":64.0,"y":836.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":65.0085220336914,"y":840.332580566406,"width":191.608551025391,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1072":{"type":"TEXT","id":"47:1072","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1528.0,"y":3841.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":3845.33251953125,"width":191.608520507812,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:405":{"type":"FRAME","id":"15:405","name":"Frame 11","absoluteBoundingBox":{"x":1568.0,"y":404.0,"width":960.0,"height":156.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":404.0,"width":960.0,"height":156.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,64.0]],"size":{"x":960.0,"y":156.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:406","15:407"]},"47:943":{"type":"TEXT","id":"47:943","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":64.0,"y":980.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":64.3835220336914,"y":985.004455566406,"width":265.424468994141,"height":39.5908813476562},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2564":{"type":"FRAME","id":"48:2564","name":"Frame 290675","absoluteBoundingBox":{"x":144.0,"y":11631.09765625,"width":640.0,"height":581.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":11631.09765625,"width":640.0,"height":581.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1736.0]],"size":{"x":640.0,"y":581.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2565","48:2566"]},"47:945":{"type":"TEXT","id":"47:945","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":64.0,"y":1076.708984375,"width":304.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":64.8693161010742,"y":1081.00439453125,"width":244.25927734375,"height":57.9346923828125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":304.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2052":{"type":"TEXT","id":"47:2052","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8423.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8429.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:536":{"type":"FRAME","id":"36:536","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":7915.783203125,"width":304.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7915.783203125,"width":304.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:537","36:538","36:539","36:540","36:541","36:542"]},"48:2548":{"type":"FRAME","id":"48:2548","name":"Frame 290673","absoluteBoundingBox":{"x":144.0,"y":10162.09765625,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":10162.09765625,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,267.0]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["48:2549","48:2550"]},"47:815":{"type":"RECTANGLE","id":"47:815","name":"image 3","absoluteBoundingBox":{"x":184.0,"y":3017.71044921875,"width":1040.0,"height":706.998596191406},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3017.71044921875,"width":1040.0,"height":706.99853515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,691.710510253906]],"size":{"x":1040.0,"y":706.998596191406},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for annotation tool","ariaAttributes":{},"interactions":[]},"48:3072":{"type":"FRAME","id":"48:3072","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13946.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,68.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3073","48:3074"]},"20:1363":{"type":"TEXT","id":"20:1363","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":552.0,"y":3976.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":552.460205078125,"y":3981.208984375,"width":265.775512695312,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,264.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:814":{"type":"RECTANGLE","id":"47:814","name":"image 2","absoluteBoundingBox":{"x":184.0,"y":2326.0,"width":1040.0,"height":651.710510253906},"targetAspectRatio":{"x":608.0,"y":381.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2326.0,"width":1040.0,"height":651.71044921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":651.710510253906},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"f1e8202037142b5b784d646dc8fff2ee853b07b0","imageTransform":[[1.0,0.0,0.0],[0.0,0.978707611560822,0.000371046917280182]],"originalImageWidth":2880,"originalImageHeight":1844,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for projects","ariaAttributes":{},"interactions":[]},"47:812":{"type":"TEXT","id":"47:812","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":184.0,"y":2044.0,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":184.5625,"y":2048.29541015625,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:790":{"type":"FRAME","id":"47:790","name":"Frame 18","absoluteBoundingBox":{"x":1488.0,"y":2022.0,"width":640.0,"height":1311.12866210938},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":2022.0,"width":640.0,"height":1311.12890625},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,1425.0]],"size":{"x":640.0,"y":1311.12866210938},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:791","47:795"]},"45:186":{"type":"FRAME","id":"45:186","name":"Frame 290673","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":46.0,"height":4451.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":6368.708984375,"width":154.2509765625,"height":4451.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":46.0,"y":4451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["45:187","45:260"]},"36:769":{"type":"FRAME","id":"36:769","name":"Frame 290663","absoluteBoundingBox":{"x":920.0,"y":7555.783203125,"width":64.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7555.783203125,"width":64.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":64.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:770"]},"47:1216":{"type":"TEXT","id":"47:1216","name":"Supervisors lacked visibility into case progress across entities belonging to the same parent company. Operational efficiency and team performance had to be calculated manually, outside the platform. Identifying blockers within a project was difficult, increasing the risk of late-stage delays. Project metrics relied on manually updated case statuses, which were often outdated or inconsistent. Supervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details. Individual cases were rarely inspected unless surfaced by metrics or alerts.","absoluteBoundingBox":{"x":64.0,"y":2278.708984375,"width":320.0,"height":462.0},"isolatedAbsoluteRenderBounds":{"x":74.6875,"y":2283.208984375,"width":299.800415039062,"height":453.730224609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":462.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors lacked visibility into case progress across entities belonging to the same parent company.\nOperational efficiency and team performance had to be calculated manually, outside the platform.\nIdentifying blockers within a project was difficult, increasing the risk of late-stage delays.\nProject metrics relied on manually updated case statuses, which were often outdated or inconsistent.\nSupervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details.\nIndividual cases were rarely inspected unless surfaced by metrics or alerts.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1398":{"type":"FRAME","id":"20:1398","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":3712.708984375,"width":304.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3712.708984375,"width":304.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["20:1304","20:1333","20:1404","20:1338","20:1410","20:1343"]},"36:1224":{"type":"TEXT","id":"36:1224","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":2447.0,"y":6399.708984375,"width":121.0,"height":1364.0},"isolatedAbsoluteRenderBounds":{"x":2447.38354492188,"y":6404.00439453125,"width":117.739501953125,"height":1355.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":121.0,"y":1364.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:780":{"type":"FRAME","id":"47:780","name":"Frame 16","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,780.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:781"]},"37:194":{"type":"TEXT","id":"37:194","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":2432.5,"y":8686.708984375,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":8690.03515625,"width":154.2509765625,"height":14.412109375},"relativeTransform":[[1.0,0.0,-14.5],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2057":{"type":"TEXT","id":"47:2057","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8498.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8504.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1287":{"type":"FRAME","id":"47:1287","name":"Frame 26","absoluteBoundingBox":{"x":2312.0,"y":7369.4033203125,"width":295.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":7369.4033203125,"width":295.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1288","47:1289"]},"48:2708":{"type":"TEXT","id":"48:2708","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":184.0,"y":10568.783203125,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":10573.0791015625,"width":504.9716796875,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:542":{"type":"FRAME","id":"46:542","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":13817.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13817.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,68.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["46:543","46:544"]},"48:2875":{"type":"TEXT","id":"48:2875","name":"Maintained human sign-off at high-risk points Added explanations instead of hiding uncertainty Pushed for configurable workflows instead of bespoke solutions Phased advanced features without compromising core workflows","absoluteBoundingBox":{"x":184.0,"y":13587.5791015625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13591.875,"width":565.194458007812,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Maintained human sign-off at high-risk points\nAdded explanations instead of hiding uncertainty\nPushed for configurable workflows instead of bespoke solutions\nPhased advanced features without compromising core workflows","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1369":{"type":"TEXT","id":"47:1369","name":"Insights","absoluteBoundingBox":{"x":904.0,"y":4390.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":905.264221191406,"y":4394.33251953125,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2933":{"type":"TEXT","id":"48:2933","name":"Product Management","absoluteBoundingBox":{"x":2312.0,"y":17741.083984375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":17745.5390625,"width":207.62353515625,"height":18.86328125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product Management","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2086":{"type":"FRAME","id":"47:2086","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":8423.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8423.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2087"]},"47:2318":{"type":"FRAME","id":"47:2318","name":"Frame 290672","absoluteBoundingBox":{"x":184.0,"y":8928.783203125,"width":1040.0,"height":253.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8928.783203125,"width":1040.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":253.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2319","47:2320"]},"36:390":{"type":"TEXT","id":"36:390","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":277.333343505859,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2393.00854492188,"y":3840.33251953125,"width":191.6083984375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":277.333343505859,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:486":{"type":"TEXT","id":"18:486","name":"2023-2026","absoluteBoundingBox":{"x":224.0,"y":1156.0,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":225.661926269531,"y":1161.30676269531,"width":126.94482421875,"height":17.9830322265625},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,256.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"2023-2026","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:482":{"type":"FRAME","id":"18:482","name":"Frame 6","absoluteBoundingBox":{"x":224.0,"y":980.0,"width":960.0,"height":32.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":980.0,"width":960.0,"height":32.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,80.0]],"size":{"x":960.0,"y":32.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:483","18:484"]},"47:1452":{"type":"FRAME","id":"47:1452","name":"Frame 21","absoluteBoundingBox":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":1121.07409667969},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,5546.708984375]],"size":{"x":1040.0,"y":1121.07409667969},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1453","47:1455","47:1456"]},"18:483":{"type":"TEXT","id":"18:483","name":"CASE STUDY","absoluteBoundingBox":{"x":224.0,"y":980.0,"width":960.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":224.799011230469,"y":982.941772460938,"width":95.9549255371094,"height":11.2233276367188},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"CASE STUDY","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":15.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":0.15,"letterSpacingValue":1.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.1534080505371,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:788":{"type":"FRAME","id":"36:788","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":8241.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8241.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:789","36:791"]},"20:1752":{"type":"TEXT","id":"20:1752","name":"Edge Cases","absoluteBoundingBox":{"x":544.0,"y":5037.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":545.264221191406,"y":5041.96484375,"width":112.391906738281,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:476":{"type":"FRAME","id":"18:476","name":"Frame 6","absoluteBoundingBox":{"x":64.0,"y":784.0,"width":1280.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":784.0,"width":1280.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"HORIZONTAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:477"]},"48:2865":{"type":"TEXT","id":"48:2865","name":"Data Science","absoluteBoundingBox":{"x":184.0,"y":13183.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":13187.203125,"width":125.403915405273,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Data Science","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:397":{"type":"FRAME","id":"15:397","name":"Frame 11","absoluteBoundingBox":{"x":64.0,"y":340.0,"width":1280.0,"height":284.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":340.0,"width":1280.0,"height":284.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":1280.0,"y":284.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:398","15:399","15:402"]},"48:2705":{"type":"TEXT","id":"48:2705","name":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","absoluteBoundingBox":{"x":184.0,"y":10450.783203125,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.460220336914,"y":10455.0791015625,"width":1036.95275878906,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform grew, consistency became a feature. I led the creation of shared components and interaction patterns—especially for AI validation and compliance workflows—which reduced rework, improved accessibility, and allowed teams to ship faster without fragmenting the experience.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2907":{"type":"FRAME","id":"48:2907","name":"Frame 30","absoluteBoundingBox":{"x":2392.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,496.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2908","48:2909"]},"36:1133":{"type":"TEXT","id":"36:1133","name":"Case throughput per analyst","absoluteBoundingBox":{"x":1693.0,"y":4063.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1694.07385253906,"y":4068.43920898438,"width":237.927368164062,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1264":{"type":"TEXT","id":"47:1264","name":"Insights","absoluteBoundingBox":{"x":2992.0,"y":2240.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2993.26416015625,"y":2244.33251953125,"width":76.068603515625,"height":19.694580078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:371":{"type":"FRAME","id":"15:371","name":"Frame 10","absoluteBoundingBox":{"x":64.0,"y":340.0,"width":1280.0,"height":284.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":340.0,"width":1280.0,"height":284.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":1280.0,"y":284.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":160.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:372","15:373","15:376"]},"47:1007":{"type":"FRAME","id":"47:1007","name":"Frame 22","absoluteBoundingBox":{"x":2312.0,"y":5440.4033203125,"width":295.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5440.4033203125,"width":295.0,"height":188.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,838.0]],"size":{"x":295.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1008","47:1009","47:1010","47:1011"]},"15:373":{"type":"FRAME","id":"15:373","name":"Frame 11","absoluteBoundingBox":{"x":224.0,"y":404.0,"width":960.0,"height":156.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":404.0,"width":960.0,"height":156.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,64.0]],"size":{"x":960.0,"y":156.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:374","15:375"]},"36:385":{"type":"FRAME","id":"36:385","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:386","36:388"]},"47:1192":{"type":"TEXT","id":"47:1192","name":"Edge Cases","absoluteBoundingBox":{"x":424.0,"y":864.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":425.264190673828,"y":868.964660644531,"width":112.391937255859,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1932":{"type":"RECTANGLE","id":"47:1932","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1775":{"type":"TEXT","id":"47:1775","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2276.0,"y":7827.783203125,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2276.7109375,"y":7833.24853515625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"37:185":{"type":"RECTANGLE","id":"37:185","name":"image 10","absoluteBoundingBox":{"x":184.0,"y":9116.783203125,"width":400.0,"height":331.0},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9116.783203125,"width":400.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":331.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"case management tool screenshot","ariaAttributes":{},"interactions":[]},"18:668":{"mainComponentId":"18:632","type":"INSTANCE","id":"18:668","name":"FinTrU Logo","absoluteBoundingBox":{"x":304.0,"y":959.0,"width":112.0,"height":40.0},"targetAspectRatio":{"x":446.980010986328,"y":159.970001220703},"isolatedAbsoluteRenderBounds":{"x":304.0,"y":959.0,"width":112.0,"height":40.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,20.0]],"size":{"x":112.0,"y":40.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"clipsContent":true,"children":["I18:668;838:1671"],"componentSetId":"18:559","componentProperties":{"Property 2":{"value":"White","type":"VARIANT","boundVariables":{}}},"overrides":[{"key":[],"value":{"size":{"x":112.0,"y":40.0}}}]},"47:2220":{"type":"TEXT","id":"47:2220","name":"“A noticeable change and stronger alignment with regulatory expectations”","absoluteBoundingBox":{"x":365.0,"y":8798.783203125,"width":630.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":365.869323730469,"y":8803.283203125,"width":627.666870117188,"height":17.38671875},"relativeTransform":[[1.0,0.0,181.0],[0.0,1.0,0.0]],"size":{"x":630.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“A noticeable change and stronger alignment with regulatory expectations”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2215":{"type":"TEXT","id":"47:2215","name":"“Workload distribution has become easier”","absoluteBoundingBox":{"x":412.0,"y":8723.783203125,"width":357.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":412.869323730469,"y":8728.283203125,"width":354.956970214844,"height":13.73046875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":357.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Workload distribution has become easier”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1708":{"type":"FRAME","id":"47:1708","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":7568.783203125,"width":1040.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7568.783203125,"width":1040.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1709","47:1722","47:1731"]},"47:1934":{"type":"RECTANGLE","id":"47:1934","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":8234.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8234.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,190.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2135":{"type":"FRAME","id":"47:2135","name":"Frame 290669","absoluteBoundingBox":{"x":2312.0,"y":12909.068359375,"width":295.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12909.068359375,"width":295.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,393.0]],"size":{"x":295.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":12.0,"counterAxisSizingMode":"FIXED","children":["47:2136","47:2138"]},"21:1830":{"type":"FRAME","id":"21:1830","name":"Frame 30","absoluteBoundingBox":{"x":184.0,"y":5637.708984375,"width":1040.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":5637.708984375,"width":1040.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["21:1831","21:1834","21:1837"]},"48:2886":{"type":"TEXT","id":"48:2886","name":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity. Analysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it. Once the system behaved consistently and explained itself, adoption followed naturally. We learned that human-in-the-loop isn’t just adding a review step. It’s about redesigning the entire workflow so validation feels like supervision, not busywork.","absoluteBoundingBox":{"x":184.0,"y":13974.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13978.875,"width":844.996459960938,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity.\nAnalysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it.\nOnce the system behaved consistently and explained itself, adoption followed naturally.\nWe learned that human-in-the-loop isn’t just adding a review step.\nIt’s about redesigning the entire workflow so validation feels like supervision, not busywork.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2484":{"type":"FRAME","id":"48:2484","name":"Frame 25","absoluteBoundingBox":{"x":2312.0,"y":13296.068359375,"width":295.0,"height":1935.47912597656},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13296.068359375,"width":295.0,"height":1935.4794921875},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,12504.068359375]],"size":{"x":295.0,"y":1935.47912597656},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2485","48:2487"]},"47:1246":{"type":"TEXT","id":"47:1246","name":"Locating documents assigned for review was slow and required unnecessary navigation. Providing review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions. While reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming. Reviewers focused on identifying exceptions rather than rechecking completeness. Pattern recognition and rapid visual scanning were the primary review strategies.","absoluteBoundingBox":{"x":2272.0,"y":1678.708984375,"width":320.0,"height":440.0},"isolatedAbsoluteRenderBounds":{"x":2282.6875,"y":1683.00439453125,"width":302.8642578125,"height":435.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":440.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Locating documents assigned for review was slow and required unnecessary navigation.\nProviding review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions.\nWhile reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming.\nReviewers focused on identifying exceptions rather than rechecking completeness.\nPattern recognition and rapid visual scanning were the primary review strategies.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:306":{"type":"FRAME","id":"36:306","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":7386.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7386.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:307"]},"36:1100":{"type":"TEXT","id":"36:1100","name":"“I feel more confident to handle complex cases”","absoluteBoundingBox":{"x":300.0,"y":8444.783203125,"width":401.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8449.0791015625,"width":398.9072265625,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":401.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I feel more confident to handle complex cases”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1476":{"type":"TEXT","id":"47:1476","name":"Before-After Workflow","absoluteBoundingBox":{"x":184.0,"y":6330.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":6335.43603515625,"width":262.571594238281,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3064":{"type":"FRAME","id":"48:3064","name":"Frame 32","absoluteBoundingBox":{"x":1528.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,798.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:3065","48:3066"]},"36:816":{"type":"FRAME","id":"36:816","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":79.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":79.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":79.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:819","36:821","36:1122","36:1151","36:1181","36:1065","36:1077","36:1101","36:1130","36:1159","36:1189"]},"47:2315":{"type":"FRAME","id":"47:2315","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":8885.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8885.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:2316"]},"46:541":{"type":"TEXT","id":"46:541","name":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","absoluteBoundingBox":{"x":184.0,"y":13749.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":13753.875,"width":981.863830566406,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"This project reinforced that successful AI in regulated environments is about trust, accountability, and scalability. The biggest lesson was designing systems that grow with both AI maturity and regulatory confidence.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1393":{"type":"TEXT","id":"47:1393","name":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it. Missing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","absoluteBoundingBox":{"x":544.0,"y":5804.708984375,"width":320.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":554.6875,"y":5809.208984375,"width":298.929443359375,"height":167.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it.\nMissing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1219":{"type":"TEXT","id":"47:1219","name":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it. Missing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","absoluteBoundingBox":{"x":424.0,"y":2278.708984375,"width":320.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":434.6875,"y":2283.208984375,"width":298.929443359375,"height":167.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it.\nMissing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1222":{"type":"TEXT","id":"47:1222","name":"Bulk efficiency must not come at the cost of individual case accountability. A case-first architecture is essential for meaningful progress tracking across projects and entities. Early investment in configurability scales better than client-specific custom builds. Supervisors need surfaced signals and exceptions, not exhaustive data views.","absoluteBoundingBox":{"x":784.0,"y":2278.708984375,"width":320.0,"height":286.0},"isolatedAbsoluteRenderBounds":{"x":794.6875,"y":2283.00439453125,"width":305.534545898438,"height":277.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":286.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Bulk efficiency must not come at the cost of individual case accountability.\nA case-first architecture is essential for meaningful progress tracking across projects and entities.\nEarly investment in configurability scales better than client-specific custom builds.\nSupervisors need surfaced signals and exceptions, not exhaustive data views.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1579":{"type":"FRAME","id":"47:1579","name":"Frame 290663","absoluteBoundingBox":{"x":552.0,"y":7662.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7662.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1580"]},"47:1305":{"type":"TEXT","id":"47:1305","name":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it. Missing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","absoluteBoundingBox":{"x":2312.0,"y":9319.4033203125,"width":295.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":9323.9033203125,"width":280.860107421875,"height":189.7041015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it.\nMissing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2861":{"type":"FRAME","id":"48:2861","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13087.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2862","48:2863"]},"47:1202":{"type":"TEXT","id":"47:1202","name":"Observations","absoluteBoundingBox":{"x":64.0,"y":1640.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":65.0085220336914,"y":1644.33251953125,"width":129.439788818359,"height":15.5894775390625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1301":{"type":"FRAME","id":"20:1301","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":3659.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3659.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":457.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["20:1302","20:1402"]},"47:2148":{"type":"TEXT","id":"47:2148","name":"“A noticeable change and stronger alignment with regulatory expectations”","absoluteBoundingBox":{"x":2312.0,"y":13206.068359375,"width":295.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":13210.568359375,"width":288.466064453125,"height":61.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,35.0]],"size":{"x":295.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“A noticeable change and stronger alignment with regulatory expectations”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:905":{"type":"TEXT","id":"47:905","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":1957.33325195312,"y":3576.12866210938,"width":170.666656494141,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1958.25366210938,"y":3580.42407226562,"width":162.107421875,"height":57.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,166.0]],"size":{"x":170.666656494141,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2274":{"type":"FRAME","id":"47:2274","name":"Frame 290673","absoluteBoundingBox":{"x":1488.0,"y":11690.7646484375,"width":640.0,"height":206.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11690.7646484375,"width":640.0,"height":206.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,458.444427490234]],"size":{"x":640.0,"y":206.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["47:2275","47:2276"]},"45:465":{"type":"FRAME","id":"45:465","name":"Frame 29","absoluteBoundingBox":{"x":184.0,"y":13172.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13172.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,400.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["45:466","45:467"]},"45:450":{"type":"TEXT","id":"45:450","name":"Shaped where AI could assist vs where humans must decide Translated model confidence and failure modes into UX safeguards Aligned on feedback loops between user corrections and model learning","absoluteBoundingBox":{"x":184.0,"y":13082.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13087.0791015625,"width":623.975891113281,"height":61.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Shaped where AI could assist vs where humans must decide\nTranslated model confidence and failure modes into UX safeguards\nAligned on feedback loops between user corrections and model learning","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1129":{"type":"TEXT","id":"36:1129","name":"“I have increased visibility into case progress and bottlenecks”","absoluteBoundingBox":{"x":412.0,"y":8519.783203125,"width":525.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":412.869323730469,"y":8524.283203125,"width":522.463195800781,"height":17.38671875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":525.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I have increased visibility into case progress and bottlenecks”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1953":{"type":"FRAME","id":"47:1953","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":8044.783203125,"width":304.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8044.783203125,"width":304.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1954","47:1955","47:1956","47:1957","47:1958","47:1959"]},"47:1116":{"type":"FRAME","id":"47:1116","name":"Frame 27","absoluteBoundingBox":{"x":1714.66662597656,"y":5487.12890625,"width":186.666656494141,"height":456.0},"isolatedAbsoluteRenderBounds":{"x":1714.66662597656,"y":5487.12890625,"width":186.666656494141,"height":456.0},"relativeTransform":[[1.0,0.0,226.66667175293],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":456.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1117","47:1118"]},"47:2210":{"type":"TEXT","id":"47:2210","name":"“I have increased visibility into case progress and bottlenecks”","absoluteBoundingBox":{"x":412.0,"y":8648.783203125,"width":525.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":412.869323730469,"y":8653.283203125,"width":522.463195800781,"height":17.38671875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":525.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I have increased visibility into case progress and bottlenecks”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1565":{"type":"TEXT","id":"47:1565","name":"Case throughput per analyst","absoluteBoundingBox":{"x":184.0,"y":7616.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.073867797852,"y":7621.51318359375,"width":237.92741394043,"height":17.15625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:256":{"type":"FRAME","id":"45:256","name":"Frame 3","absoluteBoundingBox":{"x":2447.0,"y":8674.708984375,"width":126.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2432.5,"y":8674.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2275.0]],"size":{"x":126.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:257"]},"47:1055":{"type":"RECTANGLE","id":"47:1055","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":3981.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":3981.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1781":{"type":"FRAME","id":"47:1781","name":"Frame 24","absoluteBoundingBox":{"x":1488.0,"y":8860.09765625,"width":170.66667175293,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8860.09765625,"width":299.29443359375,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.66667175293,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1782","47:1783","47:1784","47:1785","47:1786","47:1787"]},"47:893":{"type":"TEXT","id":"47:893","name":"Quantitative & Artefact Analysis","absoluteBoundingBox":{"x":1722.66662597656,"y":3410.12866210938,"width":170.666656494141,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":1723.14245605469,"y":3413.75219726562,"width":167.675537109375,"height":43.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Quantitative & Artefact Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:380":{"type":"TEXT","id":"45:380","name":"Engineering & Architecture","absoluteBoundingBox":{"x":184.0,"y":12958.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":12962.203125,"width":259.5703125,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Engineering & Architecture","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2857":{"type":"TEXT","id":"48:2857","name":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","absoluteBoundingBox":{"x":184.0,"y":12901.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.460220336914,"y":12905.875,"width":1032.19812011719,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1944":{"type":"TEXT","id":"47:1944","name":"Cognitive Load","absoluteBoundingBox":{"x":920.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":921.008544921875,"y":8048.40673828125,"width":143.364379882812,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Cognitive Load","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1221":{"type":"FRAME","id":"36:1221","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":6356.708984375,"width":1040.0,"height":2382.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6356.708984375,"width":1056.2509765625,"height":2382.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,5546.708984375]],"size":{"x":1040.0,"y":2382.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["36:1222","45:170"]},"36:543":{"type":"FRAME","id":"36:543","name":"Frame 23","absoluteBoundingBox":{"x":552.0,"y":7915.783203125,"width":304.0,"height":218.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7915.783203125,"width":304.0,"height":218.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":218.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:544","36:545","36:546","36:547","36:719","36:714"]},"48:2720":{"type":"TEXT","id":"48:2720","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":2392.0,"y":10568.783203125,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":2402.6875,"y":10573.0791015625,"width":504.9716796875,"height":83.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:375":{"type":"TEXT","id":"45:375","name":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","absoluteBoundingBox":{"x":184.0,"y":12772.5791015625,"width":1040.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.460220336914,"y":12776.875,"width":1032.19812011719,"height":61.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"As the platform lead, my role went beyond design execution. I partnered deeply with PM, engineering, data science, and compliance to make system-level decisions—especially around AI responsibility, compliance checkpoints, and scalability. A big part of my impact was aligning multiple teams around shared workflows and principles.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2346":{"type":"FRAME","id":"47:2346","name":"Frame 290672","absoluteBoundingBox":{"x":2392.0,"y":8928.783203125,"width":1040.0,"height":253.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8928.783203125,"width":1040.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":253.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["47:2347","47:2348"]},"15:382":{"type":"RECTANGLE","id":"15:382","name":"Rectangle 3","absoluteBoundingBox":{"x":2432.0,"y":620.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2432.0,"y":620.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,280.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1124":{"type":"TEXT","id":"47:1124","name":"Supervisors","absoluteBoundingBox":{"x":1488.0,"y":6423.12890625,"width":640.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1488.79541015625,"y":6426.75244140625,"width":116.2568359375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:743":{"type":"TEXT","id":"36:743","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7775.783203125,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.725845336914,"y":7781.1240234375,"width":71.7587127685547,"height":11.01220703125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"15:353":{"type":"FRAME","id":"15:353","name":"Frame 11","absoluteBoundingBox":{"x":2304.0,"y":890.0,"width":311.0,"height":1112.0},"isolatedAbsoluteRenderBounds":{"x":2304.0,"y":890.0,"width":311.0,"height":1112.0},"relativeTransform":[[1.0,0.0,32.0],[0.0,1.0,156.0]],"size":{"x":311.0,"y":1112.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":56.0,"counterAxisSizingMode":"FIXED","children":["15:346","15:352"]},"46:570":{"type":"FRAME","id":"46:570","name":"Frame 27","absoluteBoundingBox":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3408.634765625,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:571","46:572"]},"45:374":{"type":"TEXT","id":"45:374","name":"Collaboration & Influence","absoluteBoundingBox":{"x":184.0,"y":12729.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.210220336914,"y":12734.126953125,"width":290.981506347656,"height":18.7080078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Collaboration & Influence","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:544":{"type":"FRAME","id":"18:544","name":"Frame 2","absoluteBoundingBox":{"x":1568.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":784.0,"width":960.0,"height":39.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:545"]},"20:1415":{"type":"RECTANGLE","id":"20:1415","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":3852.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":3852.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:949":{"type":"RECTANGLE","id":"47:949","name":"Rectangle 3","absoluteBoundingBox":{"x":432.0,"y":976.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":432.0,"y":976.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,140.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1286":{"type":"FRAME","id":"47:1286","name":"Frame 30","absoluteBoundingBox":{"x":2312.0,"y":7369.4033203125,"width":295.0,"height":1228.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":7369.4033203125,"width":295.0,"height":1228.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":1228.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:1287","47:1290","47:1293"]},"45:262":{"type":"FRAME","id":"45:262","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":10278.783203125,"width":1040.0,"height":2386.79565429688},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10278.783203125,"width":1040.0,"height":2386.7958984375},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,9623.783203125]],"size":{"x":1040.0,"y":2386.79565429688},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["45:263","45:265","45:292","45:330","45:358","45:366"]},"48:2867":{"type":"FRAME","id":"48:2867","name":"Frame 29","absoluteBoundingBox":{"x":184.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13301.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,400.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2868","48:2869"]},"47:946":{"type":"FRAME","id":"47:946","name":"Frame 23","absoluteBoundingBox":{"x":432.0,"y":836.708984375,"width":304.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":432.0,"y":836.708984375,"width":304.0,"height":404.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:947","47:948","47:949","47:950","47:951","47:952","47:953","47:954"]},"36:1128":{"type":"TEXT","id":"36:1128","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8519.783203125,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8525.01953125,"width":170.606353759766,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:714":{"type":"TEXT","id":"36:714","name":"Incorrect case status transitions","absoluteBoundingBox":{"x":552.0,"y":8111.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":8116.283203125,"width":267.720886230469,"height":13.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Incorrect case status transitions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1789":{"type":"TEXT","id":"47:1789","name":"Error Reduction","absoluteBoundingBox":{"x":1722.66662597656,"y":8860.09765625,"width":170.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1723.93078613281,"y":8863.7216796875,"width":149.06884765625,"height":15.5888671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":170.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Error Reduction","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:408":{"type":"RECTANGLE","id":"36:408","name":"Rectangle 3","absoluteBoundingBox":{"x":3074.66650390625,"y":3999.708984375,"width":277.333312988281,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":3074.66650390625,"y":3999.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":277.333312988281,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2547":{"type":"RECTANGLE","id":"48:2547","name":"image 26","absoluteBoundingBox":{"x":144.0,"y":9895.09765625,"width":400.0,"height":253.0},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":9895.09765625,"width":400.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":253.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1191":{"type":"FRAME","id":"47:1191","name":"Frame 27","absoluteBoundingBox":{"x":424.0,"y":864.708984375,"width":320.0,"height":434.0},"isolatedAbsoluteRenderBounds":{"x":424.0,"y":864.708984375,"width":320.0,"height":434.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":434.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1192","47:1193"]},"46:538":{"type":"FRAME","id":"46:538","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":13706.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13706.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["46:539"]},"47:1972":{"type":"FRAME","id":"47:1972","name":"Frame 24","absoluteBoundingBox":{"x":1488.0,"y":9190.09765625,"width":640.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9190.09765625,"width":809.5361328125,"height":451.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,8593.09765625]],"size":{"x":640.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1973"]},"45:263":{"type":"FRAME","id":"45:263","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":10278.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":10278.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["45:264"]},"47:1970":{"type":"RECTANGLE","id":"47:1970","name":"Rectangle 3","absoluteBoundingBox":{"x":2264.0,"y":8160.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":8160.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1040":{"type":"FRAME","id":"47:1040","name":"Frame 19","absoluteBoundingBox":{"x":184.0,"y":3788.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3788.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":1040.0,"y":457.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1041"]},"47:1561":{"type":"TEXT","id":"47:1561","name":"Platform Outcomes","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":7520.51025390625,"width":223.233413696289,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Platform Outcomes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1262":{"type":"TEXT","id":"47:1262","name":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it. Missing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","absoluteBoundingBox":{"x":2632.0,"y":2278.708984375,"width":320.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":2642.6875,"y":2283.208984375,"width":298.929443359375,"height":167.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it.\nMissing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1238":{"type":"TEXT","id":"47:1238","name":"Insights","absoluteBoundingBox":{"x":2992.0,"y":864.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2993.26416015625,"y":868.332580566406,"width":76.068603515625,"height":19.694580078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2314":{"type":"FRAME","id":"47:2314","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":8885.783203125,"width":1040.0,"height":1458.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8885.783203125,"width":1040.0,"height":1458.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,8101.783203125]],"size":{"x":1040.0,"y":1458.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:2315","47:2317"]},"47:2062":{"type":"TEXT","id":"47:2062","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8573.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8579.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"11:174":{"type":"FRAME","id":"11:174","name":"Frame 2","absoluteBoundingBox":{"x":1568.0,"y":478.0,"width":480.0,"height":195.0},"isolatedAbsoluteRenderBounds":{"x":1568.0,"y":478.0,"width":480.0,"height":195.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,278.0]],"size":{"x":480.0,"y":195.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["11:176"]},"45:264":{"type":"TEXT","id":"45:264","name":"Design System & Scale Considerations","absoluteBoundingBox":{"x":184.0,"y":10278.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":10283.3310546875,"width":446.750305175781,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Design System & Scale Considerations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1212":{"type":"TEXT","id":"47:1212","name":"Supervisors","absoluteBoundingBox":{"x":64.0,"y":2202.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":64.7954559326172,"y":2206.33251953125,"width":116.256744384766,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1209":{"type":"FRAME","id":"36:1209","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":8756.783203125,"width":1040.0,"height":1458.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8756.783203125,"width":1040.0,"height":1458.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,8101.783203125]],"size":{"x":1040.0,"y":1458.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["36:1210","45:171"]},"20:1725":{"type":"TEXT","id":"20:1725","name":"Observations","absoluteBoundingBox":{"x":184.0,"y":4261.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":4265.33251953125,"width":129.43977355957,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1410":{"type":"RECTANGLE","id":"20:1410","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":3924.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3924.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2115":{"type":"FRAME","id":"47:2115","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":12463.068359375,"width":295.0,"height":809.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12463.068359375,"width":295.0,"height":809.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":809.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2116","47:2118"]},"47:1182":{"type":"FRAME","id":"47:1182","name":"Frame 14","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":783.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1183"]},"46:544":{"type":"TEXT","id":"46:544","name":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity. Analysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it. Once the system behaved consistently and explained itself, adoption followed naturally. We learned that human-in-the-loop isn’t just adding a review step. It’s about redesigning the entire workflow so validation feels like supervision, not busywork.","absoluteBoundingBox":{"x":184.0,"y":13845.5791015625,"width":1040.0,"height":110.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":13849.875,"width":844.996459960938,"height":105.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":110.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"One of the biggest learnings was that trust doesn’t come from automation — it comes from clarity.\nAnalysts needed to immediately see what came from AI and what didn’t, and feel safe overriding it.\nOnce the system behaved consistently and explained itself, adoption followed naturally.\nWe learned that human-in-the-loop isn’t just adding a review step.\nIt’s about redesigning the entire workflow so validation feels like supervision, not busywork.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:173":{"type":"FRAME","id":"45:173","name":"Frame 290675","absoluteBoundingBox":{"x":184.0,"y":9853.783203125,"width":1040.0,"height":361.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9853.783203125,"width":1040.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1054.0]],"size":{"x":1040.0,"y":361.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["45:212","45:175"]},"47:1236":{"type":"TEXT","id":"47:1236","name":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues. Conflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently. Bulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews. AI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","absoluteBoundingBox":{"x":2632.0,"y":902.708984375,"width":320.0,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":2642.6875,"y":907.004455566406,"width":295.819580078125,"height":387.934631347656},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues.\nConflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently.\nBulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews.\nAI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:175":{"type":"FRAME","id":"45:175","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":9853.783203125,"width":626.0,"height":361.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9853.783203125,"width":626.0,"height":361.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":361.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["45:176","45:253"]},"47:1618":{"type":"TEXT","id":"47:1618","name":"Reviewer rejection rates","absoluteBoundingBox":{"x":2760.0,"y":7737.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2761.58520507812,"y":7742.283203125,"width":200.31005859375,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewer rejection rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1420":{"type":"TEXT","id":"47:1420","name":"Locating documents assigned for review was slow and required unnecessary navigation. Providing review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions. While reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming. Reviewers focused on identifying exceptions rather than rechecking completeness. Pattern recognition and rapid visual scanning were the primary review strategies.","absoluteBoundingBox":{"x":1528.0,"y":5204.708984375,"width":320.0,"height":440.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":5209.00439453125,"width":302.8642578125,"height":435.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":440.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Locating documents assigned for review was slow and required unnecessary navigation.\nProviding review feedback lacked a clear in-product mechanism, forcing reviewers to rely on external tools such as team chat, with no persistent record of decisions.\nWhile reviewing annotations was quick for senior analysts, the surrounding administrative steps were disproportionately time-consuming.\nReviewers focused on identifying exceptions rather than rechecking completeness.\nPattern recognition and rapid visual scanning were the primary review strategies.","lineIndentations":[1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2591":{"type":"TEXT","id":"48:2591","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":1504.0,"y":11537.09765625,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":1504.0,"y":11540.423828125,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1590":{"type":"RECTANGLE","id":"47:1590","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":7731.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7731.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:948":{"type":"TEXT","id":"47:948","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":432.0,"y":908.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":432.869323730469,"y":913.004455566406,"width":299.022705078125,"height":35.9346313476562},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1004":{"type":"TEXT","id":"47:1004","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":2312.0,"y":5236.4033203125,"width":295.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":5240.9033203125,"width":265.775390625,"height":39.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,264.0]],"size":{"x":295.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1604":{"type":"RECTANGLE","id":"47:1604","name":"Rectangle 3","absoluteBoundingBox":{"x":2392.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:3068":{"type":"FRAME","id":"48:3068","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:3069"]},"20:1756":{"type":"TEXT","id":"20:1756","name":"Review workflows should prioritise exception handling over full revalidation. Mandatory review states are essential to ensure accountability and audit readiness. Human-in-the-loop checkpoints must be explicit and traceable, not implicit. The same data requires different representations depending on reviewer versus annotator needs.","absoluteBoundingBox":{"x":904.0,"y":5075.708984375,"width":320.0,"height":264.0},"isolatedAbsoluteRenderBounds":{"x":914.6875,"y":5080.00439453125,"width":306.5546875,"height":255.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":264.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Review workflows should prioritise exception handling over full revalidation.\nMandatory review states are essential to ensure accountability and audit readiness.\nHuman-in-the-loop checkpoints must be explicit and traceable, not implicit.\nThe same data requires different representations depending on reviewer versus annotator needs.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1085":{"type":"RECTANGLE","id":"47:1085","name":"Rectangle 5","absoluteBoundingBox":{"x":1896.0,"y":4173.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":4173.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,332.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1355":{"type":"TEXT","id":"20:1355","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":144.0,"height":3799.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":144.0,"y":3799.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:254":{"type":"TEXT","id":"45:254","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":10029.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":10033.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A9594&node-id=2-10729&p=f&viewport=-859%2C183%2C0.14&t=0ufkjlhBtWABb8rz-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=2%3A10729","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"45:176":{"type":"TEXT","id":"45:176","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":598.0,"y":9853.783203125,"width":626.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":598.920471191406,"y":9857.9443359375,"width":618.013732910156,"height":127.7255859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1589":{"type":"TEXT","id":"47:1589","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":932.0,"y":7684.783203125,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":932.676147460938,"y":7690.24853515625,"width":38.076171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"20:1659":{"type":"TEXT","id":"20:1659","name":"Key Behavioural Insights","absoluteBoundingBox":{"x":184.0,"y":4180.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":4185.25732421875,"width":282.908996582031,"height":23.63330078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Key Behavioural Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1104":{"type":"TEXT","id":"47:1104","name":"Edge Cases","absoluteBoundingBox":{"x":1714.66662597656,"y":4095.12866210938,"width":186.666656494141,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1715.93078613281,"y":4099.38427734375,"width":112.391967773438,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1123":{"type":"RECTANGLE","id":"36:1123","name":"Rectangle 5","absoluteBoundingBox":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3864.708984375,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:769":{"type":"FRAME","id":"47:769","name":"Frame 20","absoluteBoundingBox":{"x":1488.0,"y":1493.0,"width":640.0,"height":505.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":1493.0,"width":640.0,"height":505.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":505.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:770","47:772"]},"47:839":{"type":"TEXT","id":"47:839","name":"Role Context at FinTrU","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":1568.54833984375,"width":256.006286621094,"height":18.7073974609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Role Context at FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"37:146":{"type":"FRAME","id":"37:146","name":"Frame 290673","absoluteBoundingBox":{"x":184.0,"y":9116.783203125,"width":1040.0,"height":331.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9116.783203125,"width":1040.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,317.0]],"size":{"x":1040.0,"y":331.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["37:185","37:148"]},"47:1214":{"type":"FRAME","id":"47:1214","name":"Frame 26","absoluteBoundingBox":{"x":64.0,"y":2240.708984375,"width":320.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":2240.708984375,"width":320.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1215","47:1216"]},"37:148":{"type":"FRAME","id":"37:148","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":9116.783203125,"width":626.0,"height":331.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9116.783203125,"width":626.0,"height":331.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":331.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["37:149","37:190"]},"36:779":{"type":"TEXT","id":"36:779","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":932.0,"y":7698.783203125,"width":38.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":932.7109375,"y":7704.24853515625,"width":35.84765625,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":38.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"100%","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"15:399":{"type":"FRAME","id":"15:399","name":"Frame 11","absoluteBoundingBox":{"x":224.0,"y":404.0,"width":960.0,"height":156.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":404.0,"width":960.0,"height":156.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,64.0]],"size":{"x":960.0,"y":156.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:400","15:401"]},"48:2601":{"type":"TEXT","id":"48:2601","name":"Entity Summariser Many times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts.","absoluteBoundingBox":{"x":1488.0,"y":12531.826171875,"width":640.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":1488.5625,"y":12535.9873046875,"width":626.53662109375,"height":127.5205078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":132.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Entity Summariser\nMany times multiple documents are annotated against a single entity. The information collected against a KYC requirements across multiple documents can be conflicting. In practice, human annotators follow certain rules to resolve these conflicts. We decided to create a rule based engine that helps to automatically resolve data conflicts. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"20:1124":{"type":"FRAME","id":"20:1124","name":"Frame 20","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":960.0,"height":3875.0},"isolatedAbsoluteRenderBounds":{"x":2271.5908203125,"y":842.0,"width":960.4091796875,"height":3875.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3875.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["19:923","19:926"]},"47:844":{"type":"TEXT","id":"47:844","name":"Role Context at FinTrU","absoluteBoundingBox":{"x":1528.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1529.51708984375,"y":1568.54833984375,"width":256.006225585938,"height":18.7073974609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Role Context at FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:402":{"type":"RECTANGLE","id":"15:402","name":"Rectangle 3","absoluteBoundingBox":{"x":224.0,"y":620.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":620.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,280.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1395":{"type":"TEXT","id":"47:1395","name":"Insights","absoluteBoundingBox":{"x":904.0,"y":5766.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":905.264221191406,"y":5770.33251953125,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1407":{"type":"TEXT","id":"47:1407","name":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory. Workflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching. Manual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents. Repetitive cross-checking and document matching increased fatigue, with error rates rising later in the day. Analysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure. When AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","absoluteBoundingBox":{"x":1528.0,"y":4428.708984375,"width":320.0,"height":616.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":4433.208984375,"width":308.03173828125,"height":611.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":616.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory.\nWorkflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching.\nManual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents.\nRepetitive cross-checking and document matching increased fatigue, with error rates rising later in the day.\nAnalysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure.\nWhen AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2080":{"type":"FRAME","id":"47:2080","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2081","47:2083"]},"48:3032":{"type":"TEXT","id":"48:3032","name":"Reflection & Learnings","absoluteBoundingBox":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":13840.126953125,"width":258.797485351562,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reflection & Learnings","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2187":{"type":"FRAME","id":"47:2187","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2188","47:2190"]},"20:1354":{"type":"TEXT","id":"20:1354","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:359":{"type":"FRAME","id":"15:359","name":"Frame 11","absoluteBoundingBox":{"x":1488.0,"y":264.0,"width":640.0,"height":195.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":264.0,"width":640.0,"height":195.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,64.0]],"size":{"x":640.0,"y":195.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:360","15:361"]},"36:1098":{"type":"FRAME","id":"36:1098","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8444.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8444.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1099"]},"36:1243":{"type":"TEXT","id":"36:1243","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":8975.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":8979.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=0%3A1&node-id=1-240&viewport=159%2C62%2C0.25&t=5dRckQjLrFlP7ksj-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=1%3A240&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1072":{"type":"TEXT","id":"36:1072","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2557.0,"y":3892.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2558.07397460938,"y":3897.43920898438,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1231":{"type":"RECTANGLE","id":"36:1231","name":"image 26","absoluteBoundingBox":{"x":184.0,"y":8799.783203125,"width":400.0,"height":253.0},"targetAspectRatio":{"x":1440.0,"y":910.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8799.783203125,"width":400.0,"height":253.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":253.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"STRETCH","imageRef":"04fd765de120362f857b04294f1e981b04ca9fc3","imageTransform":[[1.0,0.0,0.0],[0.0,0.928571403026581,0.0]],"originalImageWidth":2880,"originalImageHeight":1960,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"Annotation Tool screenshot","ariaAttributes":{},"interactions":[]},"36:1158":{"type":"TEXT","id":"36:1158","name":"“Workload distribution has become easier”","absoluteBoundingBox":{"x":412.0,"y":8594.783203125,"width":357.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":412.869323730469,"y":8599.283203125,"width":354.956970214844,"height":13.73046875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":357.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Workload distribution has become easier”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1978":{"type":"FRAME","id":"47:1978","name":"Frame 290666","absoluteBoundingBox":{"x":1488.0,"y":9243.09765625,"width":640.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9243.09765625,"width":640.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:1979","47:1981"]},"21:1836":{"type":"TEXT","id":"21:1836","name":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it. Missing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","absoluteBoundingBox":{"x":544.0,"y":5675.708984375,"width":320.0,"height":176.0},"isolatedAbsoluteRenderBounds":{"x":554.6875,"y":5680.208984375,"width":298.929443359375,"height":167.70458984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":176.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"A single stalled case could block completion of an entire project, with no clear way to identify or surface it.\nMissing or incomplete documents were often discovered late in the workflow, requiring rework and timeline extensions.","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1210":{"type":"FRAME","id":"36:1210","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":8756.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8756.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:1211"]},"48:2546":{"type":"FRAME","id":"48:2546","name":"Frame 290672","absoluteBoundingBox":{"x":144.0,"y":9895.09765625,"width":640.0,"height":473.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":9895.09765625,"width":640.0,"height":473.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":473.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2547","48:2548"]},"47:1378":{"type":"FRAME","id":"47:1378","name":"Frame 27","absoluteBoundingBox":{"x":544.0,"y":5166.708984375,"width":320.0,"height":258.0},"isolatedAbsoluteRenderBounds":{"x":544.0,"y":5166.708984375,"width":320.0,"height":258.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":258.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1379","47:1380"]},"36:1211":{"type":"TEXT","id":"36:1211","name":"Interaction Design Portfolios","absoluteBoundingBox":{"x":184.0,"y":8756.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":8761.3310546875,"width":330.12158203125,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Interaction Design Portfolios","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1410":{"type":"TEXT","id":"47:1410","name":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues. Conflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently. Bulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews. AI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","absoluteBoundingBox":{"x":1888.0,"y":4428.708984375,"width":320.0,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":1898.6875,"y":4433.00439453125,"width":295.819580078125,"height":387.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues.\nConflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently.\nBulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews.\nAI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2727":{"type":"FRAME","id":"48:2727","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":15898.3056640625,"width":295.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15898.3056640625,"width":295.0,"height":58.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":58.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2728"]},"47:1129":{"type":"FRAME","id":"47:1129","name":"Frame 27","absoluteBoundingBox":{"x":1714.66662597656,"y":6461.12890625,"width":186.666656494141,"height":390.0},"isolatedAbsoluteRenderBounds":{"x":1714.66662597656,"y":6461.12890625,"width":186.666656494141,"height":390.0},"relativeTransform":[[1.0,0.0,226.66667175293],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":390.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1130","47:1131"]},"46:546":{"type":"TEXT","id":"46:546","name":"What I’d Do Differently","absoluteBoundingBox":{"x":184.0,"y":13979.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.376419067383,"y":13983.203125,"width":216.22331237793,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What I’d Do Differently","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1379":{"type":"TEXT","id":"47:1379","name":"Edge Cases","absoluteBoundingBox":{"x":544.0,"y":5166.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":545.264221191406,"y":5170.96484375,"width":112.391906738281,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"37:152":{"type":"FRAME","id":"37:152","name":"Frame 290673","absoluteBoundingBox":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":2339.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["37:154","37:187"]},"47:1357":{"type":"TEXT","id":"47:1357","name":"Key Behavioural Insights","absoluteBoundingBox":{"x":184.0,"y":4309.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":4314.25732421875,"width":282.908996582031,"height":23.63330078125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Key Behavioural Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:347":{"type":"TEXT","id":"15:347","name":"Strategic UX designer and researcher with 14+ years shaping complex regulated environments, enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":184.0,"y":413.0,"width":1040.0,"height":58.0},"isolatedAbsoluteRenderBounds":{"x":185.125,"y":417.846588134766,"width":909.2998046875,"height":52.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,73.0]],"size":{"x":1040.0,"y":58.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Strategic UX designer and researcher with 14+ years shaping complex regulated environments, enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1185":{"type":"FRAME","id":"36:1185","name":"Frame 290671","absoluteBoundingBox":{"x":184.0,"y":8669.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8669.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,375.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1186","36:1188"]},"47:899":{"type":"RECTANGLE","id":"47:899","name":"Rectangle 5","absoluteBoundingBox":{"x":1722.66662597656,"y":3874.12866210938,"width":170.666656494141,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1722.66662597656,"y":3874.12866210938,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,464.0]],"size":{"x":170.666656494141,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1396":{"type":"TEXT","id":"47:1396","name":"Bulk efficiency must not come at the cost of individual case accountability. A case-first architecture is essential for meaningful progress tracking across projects and entities. Early investment in configurability scales better than client-specific custom builds. Supervisors need surfaced signals and exceptions, not exhaustive data views.","absoluteBoundingBox":{"x":904.0,"y":5804.708984375,"width":320.0,"height":286.0},"isolatedAbsoluteRenderBounds":{"x":914.6875,"y":5809.00439453125,"width":305.534545898438,"height":277.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":286.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Bulk efficiency must not come at the cost of individual case accountability.\nA case-first architecture is essential for meaningful progress tracking across projects and entities.\nEarly investment in configurability scales better than client-specific custom builds.\nSupervisors need surfaced signals and exceptions, not exhaustive data views.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2853":{"type":"FRAME","id":"48:2853","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":913.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,12074.5791015625]],"size":{"x":1040.0,"y":913.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2854","48:2856"]},"18:505":{"type":"FRAME","id":"18:505","name":"Frame 12","absoluteBoundingBox":{"x":2312.0,"y":855.0,"width":295.0,"height":87.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":855.0,"width":295.0,"height":87.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,63.0]],"size":{"x":295.0,"y":87.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:506"]},"47:2316":{"type":"TEXT","id":"47:2316","name":"Interaction Design Portfolios","absoluteBoundingBox":{"x":184.0,"y":8885.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":8890.3310546875,"width":330.12158203125,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Interaction Design Portfolios","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1333":{"type":"TEXT","id":"20:1333","name":"Contextual interviews with KYC analysts, reviewers, supervisors","absoluteBoundingBox":{"x":184.0,"y":3760.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":184.920455932617,"y":3765.208984375,"width":266.9462890625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Contextual interviews with KYC analysts, reviewers, supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:372":{"type":"RECTANGLE","id":"15:372","name":"Rectangle 2","absoluteBoundingBox":{"x":224.0,"y":340.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":340.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1892":{"type":"TEXT","id":"47:1892","name":"Incorrect case status transitions","absoluteBoundingBox":{"x":2312.0,"y":12189.068359375,"width":295.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2313.58520507812,"y":12193.568359375,"width":267.720947265625,"height":13.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,156.0]],"size":{"x":295.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Incorrect case status transitions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1464":{"type":"TEXT","id":"47:1464","name":"Before-After Workflow","absoluteBoundingBox":{"x":2312.0,"y":9927.4033203125,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2313.51708984375,"y":9932.130859375,"width":262.571533203125,"height":18.5283203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:521":{"type":"TEXT","id":"46:521","name":"Aligning Teams","absoluteBoundingBox":{"x":184.0,"y":13570.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.475845336914,"y":13574.203125,"width":148.463851928711,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Aligning Teams","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1186":{"type":"FRAME","id":"36:1186","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8669.783203125,"width":149.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8669.783203125,"width":149.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":149.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1187"]},"36:1106":{"type":"FRAME","id":"36:1106","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1107"]},"47:1506":{"type":"TEXT","id":"47:1506","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1734.66662597656,"y":8496.09765625,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1735.22338867188,"y":8501.333984375,"width":106.99609375,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"0:4":{"type":"FRAME","id":"0:4","name":"Desktop","absoluteBoundingBox":{"x":64.0,"y":100.0,"width":1280.0,"height":18177.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":100.0,"width":1280.0,"height":18177.0},"relativeTransform":[[1.0,0.0,64.0],[0.0,1.0,100.0]],"size":{"x":1280.0,"y":18177.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":240.0,"paddingBottom":3941.0,"clipsContent":true,"overflowDirection":"VERTICAL_SCROLLING","layoutMode":"VERTICAL","itemSpacing":120.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","isBreakpointFrame":true,"children":["11:13","11:214","15:371","15:397","18:475","18:529"]},"36:792":{"type":"FRAME","id":"36:792","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":8294.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8294.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:1055","36:795","36:1073","36:797","36:1097","36:1121","36:1126","36:1150","36:1155","36:1180","36:1185"]},"42:271":{"type":"FRAME","id":"42:271","name":"Frame 290673","absoluteBoundingBox":{"x":598.0,"y":9511.783203125,"width":626.0,"height":278.0},"isolatedAbsoluteRenderBounds":{"x":598.0,"y":9511.783203125,"width":626.0,"height":278.0},"relativeTransform":[[1.0,0.0,414.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":278.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","counterAxisSizingMode":"FIXED","children":["42:272","44:160"]},"36:1121":{"type":"RECTANGLE","id":"36:1121","name":"Rectangle 5","absoluteBoundingBox":{"x":184.0,"y":8491.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8491.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,197.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:1074":{"type":"FRAME","id":"36:1074","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8369.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8369.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1075"]},"20:1401":{"type":"FRAME","id":"20:1401","name":"Frame 25","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":992.0,"height":1628.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":992.0,"height":1676.25561523438},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":992.0,"y":1628.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"children":["20:1389","20:1393","20:1397"]},"36:1055":{"type":"FRAME","id":"36:1055","name":"Frame 290666","absoluteBoundingBox":{"x":184.0,"y":8294.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8294.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["36:1056","36:1058"]},"47:1647":{"type":"TEXT","id":"47:1647","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":11119.068359375,"width":73.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.72583007812,"y":11124.4091796875,"width":71.7587890625,"height":11.01171875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":73.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"35% faster","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:842":{"type":"FRAME","id":"47:842","name":"Frame 20","absoluteBoundingBox":{"x":1528.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:843","47:845"]},"47:2193":{"type":"FRAME","id":"47:2193","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8423.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8423.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2194"]},"48:2565":{"type":"RECTANGLE","id":"48:2565","name":"image 8","absoluteBoundingBox":{"x":144.0,"y":11631.09765625,"width":400.0,"height":361.0},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":11631.09765625,"width":400.0,"height":361.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":361.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"15:362":{"type":"RECTANGLE","id":"15:362","name":"Rectangle 3","absoluteBoundingBox":{"x":1488.0,"y":519.0,"width":640.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":519.0,"width":640.0,"height":4.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,319.0]],"size":{"x":640.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1876":{"type":"FRAME","id":"47:1876","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":11694.068359375,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11694.068359375,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1877"]},"36:1066":{"type":"FRAME","id":"36:1066","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":3923.708984375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3923.708984375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1067"]},"47:1943":{"type":"FRAME","id":"47:1943","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":8044.783203125,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":8044.783203125,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1944","47:1945","47:1946","47:1947"]},"36:1180":{"type":"RECTANGLE","id":"36:1180","name":"Rectangle 7","absoluteBoundingBox":{"x":184.0,"y":8641.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8641.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,347.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:325":{"type":"FRAME","id":"36:325","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":7439.783203125,"width":304.0,"height":282.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7439.783203125,"width":304.0,"height":282.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":282.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:326","36:327","36:769","36:328","36:329","36:778"]},"21:1845":{"type":"TEXT","id":"21:1845","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1408.0,"y":4429.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":4429.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2132":{"type":"TEXT","id":"47:2132","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":2324.0,"y":12778.068359375,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2324.3330078125,"y":12783.88671875,"width":58.514404296875,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1706":{"type":"FRAME","id":"47:1706","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1707"]},"45:362":{"type":"RECTANGLE","id":"45:362","name":"image 27","absoluteBoundingBox":{"x":1556.0,"y":4127.92578125,"width":1136.0,"height":893.0},"targetAspectRatio":{"x":2272.0,"y":1786.0},"isolatedAbsoluteRenderBounds":{"x":1556.0,"y":4127.92578125,"width":1136.0,"height":893.0},"relativeTransform":[[1.0,0.0,28.0],[0.0,1.0,719.216796875]],"size":{"x":1136.0,"y":893.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b","originalImageWidth":2272,"originalImageHeight":1786,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"15:338":{"type":"RECTANGLE","id":"15:338","name":"Rectangle 3","absoluteBoundingBox":{"x":2409.5,"y":734.0,"width":100.0,"height":100.0},"isolatedAbsoluteRenderBounds":{"x":2409.5,"y":734.0,"width":100.0,"height":100.0},"relativeTransform":[[1.0,0.0,137.5],[0.0,1.0,0.0]],"size":{"x":100.0,"y":100.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.941176474094391,"g":0.949019610881805,"b":0.95686274766922,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:959":{"type":"TEXT","id":"47:959","name":"Pilot feedback from production-like environments","absoluteBoundingBox":{"x":800.0,"y":980.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":800.920471191406,"y":985.004455566406,"width":294.759704589844,"height":35.9090576171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Pilot feedback from production-like environments","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:937":{"type":"TEXT","id":"47:937","name":"Research & Discovery","absoluteBoundingBox":{"x":64.0,"y":783.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":65.5170440673828,"y":788.257263183594,"width":251.098556518555,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:354":{"type":"FRAME","id":"15:354","name":"Frame 11","absoluteBoundingBox":{"x":1508.0,"y":854.0,"width":600.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":1508.0,"y":854.0,"width":600.0,"height":500.0},"relativeTransform":[[1.0,0.0,100.0],[0.0,1.0,160.0]],"size":{"x":600.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":20.0,"counterAxisSizingMode":"FIXED","children":["15:345","15:351"]},"45:293":{"type":"TEXT","id":"45:293","name":"My Role","absoluteBoundingBox":{"x":184.0,"y":10401.783203125,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":10406.2373046875,"width":74.6343841552734,"height":18.63671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"My Role","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:170":{"type":"FRAME","id":"45:170","name":"Frame 290675","absoluteBoundingBox":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.708984375,"width":1056.2509765625,"height":2339.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":2339.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:1237","37:152","42:275","45:179"]},"36:551":{"type":"RECTANGLE","id":"36:551","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":8031.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":8031.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:785":{"type":"FRAME","id":"36:785","name":"Frame 290664","absoluteBoundingBox":{"x":3074.66650390625,"y":4095.708984375,"width":62.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":3074.66650390625,"y":4095.708984375,"width":62.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,259.0]],"size":{"x":62.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:786"]},"47:1356":{"type":"FRAME","id":"47:1356","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":4309.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4309.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1357"]},"36:549":{"type":"TEXT","id":"36:549","name":"Cognitive Load","absoluteBoundingBox":{"x":920.0,"y":7915.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":921.008544921875,"y":7919.40673828125,"width":143.364379882812,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Cognitive Load","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1660":{"type":"TEXT","id":"20:1660","name":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory. Workflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching. Manual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents. Repetitive cross-checking and document matching increased fatigue, with error rates rising later in the day. Analysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure. When AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","absoluteBoundingBox":{"x":184.0,"y":4299.708984375,"width":320.0,"height":616.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":4304.208984375,"width":308.031768798828,"height":611.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":616.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts worked under sustained cognitive load, juggling 40+ active cases with limited ability to retain case context in memory.\nWorkflows were fragmented across Excel trackers, shared folders, and PDF tools, creating early friction and forcing frequent context switching.\nManual annotation tools failed to reflect the structured nature of annotations, making it difficult to link related data points and evidences across documents.\nRepetitive cross-checking and document matching increased fatigue, with error rates rising later in the day.\nAnalysts mentally triaged cases before opening them, prioritising perceived low-risk work to manage workload pressure.\nWhen AI suggestions were present, analysts rarely questioned them in low-risk scenarios, revealing a trust model based on perceived regulatory risk rather than accuracy alone.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1078":{"type":"FRAME","id":"47:1078","name":"Frame 23","absoluteBoundingBox":{"x":1896.0,"y":3841.708984375,"width":304.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":3841.708984375,"width":304.0,"height":404.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1079","47:1080","47:1081","47:1082","47:1083","47:1084","47:1085","47:1086"]},"47:2100":{"type":"FRAME","id":"47:2100","name":"Frame 290669","absoluteBoundingBox":{"x":2392.0,"y":8648.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8648.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,225.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2101","47:2103"]},"47:1619":{"type":"FRAME","id":"47:1619","name":"Frame 290664","absoluteBoundingBox":{"x":2760.0,"y":7783.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2760.0,"y":7783.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1620"]},"48:2881":{"type":"TEXT","id":"48:2881","name":"Reflection & Learnings","absoluteBoundingBox":{"x":184.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":13840.126953125,"width":258.797485351562,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reflection & Learnings","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:212":{"type":"FRAME","id":"11:212","name":"Frame 7","absoluteBoundingBox":{"x":2272.0,"y":779.0,"width":375.0,"height":448.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":779.0,"width":375.0,"height":448.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,679.0]],"size":{"x":375.0,"y":448.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":120.0,"paddingLeft":120.0,"layoutMode":"VERTICAL","isInAnimateTree":true,"children":["11:147","19:1055","19:922","20:1666","20:1310","20:1142","36:294","45:272","45:396","46:589","36:384","36:575","36:835","36:1226"]},"18:459":{"type":"TEXT","id":"18:459","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":1568.0,"y":1099.0,"width":480.0,"height":290.0},"isolatedAbsoluteRenderBounds":{"x":1569.09948730469,"y":1103.72729492188,"width":477.439331054688,"height":284.454467773438},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,357.0]],"size":{"x":480.0,"y":290.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"36:1075":{"type":"TEXT","id":"36:1075","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8369.783203125,"width":60.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.333099365234,"y":8375.6015625,"width":58.5143737792969,"height":13.044921875},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":60.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"20:1293":{"type":"RECTANGLE","id":"20:1293","name":"image 3","absoluteBoundingBox":{"x":1408.0,"y":1470.1923828125,"width":953.0,"height":647.85546875},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":1470.1923828125,"width":953.0,"height":647.85546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,597.192443847656]],"size":{"x":953.0,"y":647.85546875},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1103":{"type":"FRAME","id":"47:1103","name":"Frame 27","absoluteBoundingBox":{"x":1714.66662597656,"y":4095.12866210938,"width":186.666656494141,"height":786.0},"isolatedAbsoluteRenderBounds":{"x":1714.66662597656,"y":4095.12866210938,"width":186.666656494141,"height":786.000244140625},"relativeTransform":[[1.0,0.0,226.66667175293],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":786.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1104","47:1105"]},"18:437":{"type":"TEXT","id":"18:437","name":"Here is a sample of user-centric design projects I’ve worked on.","absoluteBoundingBox":{"x":184.0,"y":718.0,"width":1040.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.438217163086,"y":722.295471191406,"width":536.977905273438,"height":17.5908813476562},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Here is a sample of user-centric design projects I’ve worked on.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1296":{"type":"FRAME","id":"20:1296","name":"Frame 21","absoluteBoundingBox":{"x":2272.0,"y":842.0,"width":953.0,"height":1245.0478515625},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":842.0,"width":953.0,"height":1245.0478515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":953.0,"y":1245.0478515625},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1169","20:1295"]},"47:1217":{"type":"FRAME","id":"47:1217","name":"Frame 27","absoluteBoundingBox":{"x":424.0,"y":2240.708984375,"width":320.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":424.0,"y":2240.708984375,"width":320.0,"height":214.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1218","47:1219"]},"47:1883":{"type":"TEXT","id":"47:1883","name":"Time to identify missing information","absoluteBoundingBox":{"x":2312.0,"y":11867.068359375,"width":301.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2312.86938476562,"y":11871.3642578125,"width":298.425048828125,"height":17.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,120.0]],"size":{"x":301.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time to identify missing information","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:545":{"type":"TEXT","id":"36:545","name":"Annotation correction frequency","absoluteBoundingBox":{"x":552.0,"y":7963.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":552.460205078125,"y":7968.07861328125,"width":271.450073242188,"height":17.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Annotation correction frequency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:544":{"type":"TEXT","id":"36:544","name":"Error Reduction","absoluteBoundingBox":{"x":552.0,"y":7915.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":553.264221191406,"y":7919.40673828125,"width":149.068725585938,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Error Reduction","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:382":{"type":"RECTANGLE","id":"36:382","name":"Rectangle 3","absoluteBoundingBox":{"x":2264.0,"y":4030.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":4030.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:282":{"type":"TEXT","id":"36:282","name":"Before-After Workflow","absoluteBoundingBox":{"x":184.0,"y":6201.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":6206.43603515625,"width":262.571594238281,"height":18.52880859375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Before-After Workflow","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1373":{"type":"TEXT","id":"47:1373","name":"Reviewers","absoluteBoundingBox":{"x":184.0,"y":5128.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":5132.33251953125,"width":98.9958038330078,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewers","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1196":{"type":"TEXT","id":"36:1196","name":"Case throughput per analyst","absoluteBoundingBox":{"x":2557.0,"y":4032.708984375,"width":240.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2558.07397460938,"y":4037.43920898438,"width":237.92724609375,"height":17.15625},"relativeTransform":[[1.0,0.0,165.0],[0.0,1.0,0.0]],"size":{"x":240.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case throughput per analyst","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2226":{"type":"FRAME","id":"47:2226","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":8423.783203125,"width":1040.0,"height":398.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8423.783203125,"width":1040.0,"height":398.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":398.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:2227","47:2231","47:2232","47:2236","47:2237","47:2241","47:2242","47:2246","47:2247","47:2251","47:2252"]},"19:907":{"type":"TEXT","id":"19:907","name":"Role Context at FinTrU","absoluteBoundingBox":{"x":184.0,"y":1435.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":1439.54833984375,"width":256.006286621094,"height":18.7073974609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Role Context at FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1194":{"type":"FRAME","id":"47:1194","name":"Frame 28","absoluteBoundingBox":{"x":784.0,"y":864.708984375,"width":320.0,"height":236.0},"isolatedAbsoluteRenderBounds":{"x":784.0,"y":864.708984375,"width":320.0,"height":236.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":236.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1195","47:1196"]},"45:179":{"type":"FRAME","id":"45:179","name":"Frame 290675","absoluteBoundingBox":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":6399.708984375,"width":1040.0,"height":2339.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":2339.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["45:180","45:214"]},"36:542":{"type":"TEXT","id":"36:542","name":"Number of clicks / context switches per case","absoluteBoundingBox":{"x":184.0,"y":8133.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":185.380676269531,"y":8138.07861328125,"width":299.016876220703,"height":39.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,218.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Number of clicks / context switches per case","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1694":{"type":"TEXT","id":"20:1694","name":"Qualitative Analysis","absoluteBoundingBox":{"x":2272.0,"y":918.0,"width":960.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2273.00854492188,"y":921.623596191406,"width":191.6083984375,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:561":{"type":"RECTANGLE","id":"36:561","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":3983.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3983.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:315":{"type":"TEXT","id":"36:315","name":"Outreach completion time","absoluteBoundingBox":{"x":184.0,"y":7729.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.073867797852,"y":7734.283203125,"width":215.65104675293,"height":17.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,290.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Outreach completion time","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1379":{"type":"TEXT","id":"20:1379","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1070":{"type":"FRAME","id":"47:1070","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":3841.708984375,"width":1040.0,"height":404.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3841.708984375,"width":1040.0,"height":404.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":404.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1071","47:1078","47:1087"]},"47:1843":{"type":"RECTANGLE","id":"47:1843","name":"Rectangle 4","absoluteBoundingBox":{"x":552.0,"y":8212.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8212.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"45:371":{"type":"RECTANGLE","id":"45:371","name":"image 28","absoluteBoundingBox":{"x":2462.0,"y":4154.92578125,"width":1136.0,"height":1162.5},"targetAspectRatio":{"x":2272.0,"y":2325.0},"isolatedAbsoluteRenderBounds":{"x":2462.0,"y":4154.92578125,"width":1136.0,"height":1162.5},"relativeTransform":[[1.0,0.0,70.0],[0.0,1.0,777.216796875]],"size":{"x":1136.0,"y":1162.5},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"46436d952287731711a976d121d329d194d3d507","originalImageWidth":2272,"originalImageHeight":2325,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2598":{"type":"FRAME","id":"48:2598","name":"Frame 290675","absoluteBoundingBox":{"x":1488.0,"y":11939.09765625,"width":640.0,"height":798.728210449219},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11939.09765625,"width":640.0,"height":798.728515625},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,11342.09765625]],"size":{"x":640.0,"y":798.728210449219},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2599","48:2600"]},"47:847":{"type":"FRAME","id":"47:847","name":"Frame 20","absoluteBoundingBox":{"x":2312.0,"y":3306.0,"width":295.0,"height":754.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":3306.0,"width":295.0,"height":754.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":754.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:848","47:850"]},"47:1960":{"type":"FRAME","id":"47:1960","name":"Frame 23","absoluteBoundingBox":{"x":1896.0,"y":8044.783203125,"width":304.0,"height":218.0},"isolatedAbsoluteRenderBounds":{"x":1896.0,"y":8044.783203125,"width":304.0,"height":218.0},"relativeTransform":[[1.0,0.0,368.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":218.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1961","47:1962","47:1963","47:1964","47:1965","47:1966"]},"36:308":{"type":"FRAME","id":"36:308","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":7439.783203125,"width":1040.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7439.783203125,"width":1040.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:309","36:316","36:325"]},"47:1455":{"type":"TEXT","id":"47:1455","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":184.0,"y":6373.708984375,"width":1040.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":6378.00439453125,"width":1010.44653320312,"height":193.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:843":{"type":"FRAME","id":"47:843","name":"Frame 14","absoluteBoundingBox":{"x":1528.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":1564.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:844"]},"48:2948":{"type":"TEXT","id":"48:2948","name":"Trade-offs Negotiated with Stakeholders","absoluteBoundingBox":{"x":2312.0,"y":18771.083984375,"width":295.0,"height":48.0},"isolatedAbsoluteRenderBounds":{"x":2312.71020507812,"y":18774.70703125,"width":260.877197265625,"height":39.58984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":48.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Trade-offs Negotiated with Stakeholders","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:328":{"type":"RECTANGLE","id":"36:328","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":7602.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7602.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1736":{"type":"FRAME","id":"20:1736","name":"Frame 27","absoluteBoundingBox":{"x":544.0,"y":4261.708984375,"width":320.0,"height":434.0},"isolatedAbsoluteRenderBounds":{"x":544.0,"y":4261.708984375,"width":320.0,"height":434.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":434.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1705","20:1706"]},"45:379":{"type":"FRAME","id":"45:379","name":"Frame 27","absoluteBoundingBox":{"x":184.0,"y":12958.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12958.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,186.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["45:380","45:381"]},"36:770":{"type":"TEXT","id":"36:770","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":932.0,"y":7555.783203125,"width":40.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":932.676147460938,"y":7561.24853515625,"width":38.076171875,"height":10.8876953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":40.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"80%+","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1869":{"type":"FRAME","id":"47:1869","name":"Frame 22","absoluteBoundingBox":{"x":3128.0,"y":8044.783203125,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":3128.0,"y":8044.783203125,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1870","47:1871","47:1872","47:1873"]},"19:1057":{"type":"FRAME","id":"19:1057","name":"Frame 17","absoluteBoundingBox":{"x":184.0,"y":655.0,"width":1040.0,"height":85.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":655.0,"width":1040.0,"height":85.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":85.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["11:163","18:445"]},"47:1431":{"type":"FRAME","id":"47:1431","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":5766.708984375,"width":320.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":5766.708984375,"width":320.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1432","47:1433"]},"18:449":{"type":"FRAME","id":"18:449","name":"Frame 2","absoluteBoundingBox":{"x":1488.0,"y":597.0,"width":640.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":597.0,"width":640.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:450"]},"48:2885":{"type":"TEXT","id":"48:2885","name":"What Worked & What I Learned","absoluteBoundingBox":{"x":184.0,"y":13946.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.376419067383,"y":13950.841796875,"width":299.080871582031,"height":14.9501953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What Worked & What I Learned","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1272":{"type":"TEXT","id":"47:1272","name":"Analysts","absoluteBoundingBox":{"x":2312.0,"y":5695.4033203125,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2312.47583007812,"y":5699.85791015625,"width":84.39599609375,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:326":{"type":"TEXT","id":"36:326","name":"Analysts","absoluteBoundingBox":{"x":920.0,"y":7439.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":920.475830078125,"y":7444.23779296875,"width":84.3959350585938,"height":18.63623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Analysts","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2768":{"type":"FRAME","id":"48:2768","name":"Frame 26","absoluteBoundingBox":{"x":1528.0,"y":10530.783203125,"width":1040.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":10530.783203125,"width":1040.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,123.0]],"size":{"x":1040.0,"y":126.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2769","48:2770"]},"47:1416":{"type":"TEXT","id":"47:1416","name":"Reviewers","absoluteBoundingBox":{"x":1528.0,"y":5128.708984375,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.26416015625,"y":5132.33251953125,"width":98.995849609375,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reviewers","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1229":{"type":"TEXT","id":"36:1229","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":41.0,"height":3894.0},"isolatedAbsoluteRenderBounds":{"x":3311.38354492188,"y":6373.00439453125,"width":39.816162109375,"height":3885.90869140625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":41.0,"y":3894.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"36:760":{"type":"FRAME","id":"36:760","name":"Frame 290664","absoluteBoundingBox":{"x":552.0,"y":7654.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":7654.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,215.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:761"]},"36:314":{"type":"RECTANGLE","id":"36:314","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":7701.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7701.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,262.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:809":{"type":"FRAME","id":"47:809","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":2001.0,"width":1040.0,"height":285.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2001.0,"width":1040.0,"height":285.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":285.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:810","47:812"]},"20:1716":{"type":"TEXT","id":"20:1716","name":"Reducing context switching has a greater impact than speeding up individual actions. Analysts need support maintaining case context across documents, not just faster annotation tools. AI is most effective when it supports validation rather than replacing judgement.","absoluteBoundingBox":{"x":904.0,"y":4299.708984375,"width":320.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":914.6875,"y":4304.208984375,"width":306.4326171875,"height":193.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reducing context switching has a greater impact than speeding up individual actions.\nAnalysts need support maintaining case context across documents, not just faster annotation tools.\nAI is most effective when it supports validation rather than replacing judgement.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:761":{"type":"TEXT","id":"36:761","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":564.0,"y":7654.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":564.556823730469,"y":7660.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2221":{"type":"FRAME","id":"47:2221","name":"Frame 24","absoluteBoundingBox":{"x":1528.0,"y":8370.783203125,"width":1040.0,"height":451.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8370.783203125,"width":1040.0,"height":451.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,7586.783203125]],"size":{"x":1040.0,"y":451.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:2222"]},"47:1766":{"type":"TEXT","id":"47:1766","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1908.0,"y":7783.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1908.55676269531,"y":7789.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:569":{"type":"TEXT","id":"36:569","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":1896.0,"y":4035.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1896.46020507812,"y":4040.208984375,"width":265.775390625,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:525":{"type":"TEXT","id":"46:525","name":"Defined system principles and usage guidelines Reviewed designs for consistency and scalability Mentored designers on system-first thinking Partnered with engineering on feasibility and maintenance","absoluteBoundingBox":{"x":1528.0,"y":3446.634765625,"width":1040.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":3450.93017578125,"width":504.9716796875,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Defined system principles and usage guidelines\nReviewed designs for consistency and scalability\nMentored designers on system-first thinking\nPartnered with engineering on feasibility and maintenance","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:375":{"type":"TEXT","id":"15:375","name":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":224.0,"y":482.0,"width":960.0,"height":78.0},"isolatedAbsoluteRenderBounds":{"x":225.5,"y":488.636352539062,"width":884.579711914062,"height":69.9091186523438},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,78.0]],"size":{"x":960.0,"y":78.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Product designer with over 14 years of experience shaping enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:957":{"type":"TEXT","id":"47:957","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":800.0,"y":884.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":801.380676269531,"y":889.208984375,"width":267.829040527344,"height":39.1818237304688},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2613":{"type":"RECTANGLE","id":"48:2613","name":"image 8","absoluteBoundingBox":{"x":64.0,"y":3036.763671875,"width":640.0,"height":578.728210449219},"targetAspectRatio":{"x":2862.0,"y":2588.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":3036.763671875,"width":640.0,"height":578.728271484375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":578.728210449219},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"9e38de38edf6665cdc01be582d843d466e8ff09e","originalImageWidth":2862,"originalImageHeight":2588,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"11:142":{"type":"TEXT","id":"11:142","name":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","absoluteBoundingBox":{"x":2272.0,"y":858.0,"width":375.0,"height":432.0},"isolatedAbsoluteRenderBounds":{"x":2273.83227539062,"y":866.744323730469,"width":368.881103515625,"height":422.437438964844},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,16.0]],"size":{"x":375.0,"y":432.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I’m Vinatha Babyprakash, 
a Senior Product Designer with over 14 years of experience shaping B2B enterprise SaaS and human-AI experiences","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":40.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.2,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":48.4090881347656,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"15:398":{"type":"RECTANGLE","id":"15:398","name":"Rectangle 2","absoluteBoundingBox":{"x":224.0,"y":340.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":340.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2776":{"type":"FRAME","id":"48:2776","name":"Frame 27","absoluteBoundingBox":{"x":1488.0,"y":14470.8544921875,"width":640.0,"height":1001.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":14470.8544921875,"width":640.0,"height":1001.0},"relativeTransform":[[1.0,0.0,80.0],[0.0,1.0,13873.8544921875]],"size":{"x":640.0,"y":1001.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2777","48:2779"]},"36:309":{"type":"FRAME","id":"36:309","name":"Frame 24","absoluteBoundingBox":{"x":184.0,"y":7439.783203125,"width":304.0,"height":359.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7439.783203125,"width":304.0,"height":359.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":359.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:310","36:311","36:724","36:312","36:313","36:733","36:314","36:315","36:742"]},"47:1302":{"type":"TEXT","id":"47:1302","name":"Supervisors lacked visibility into case progress across entities belonging to the same parent company. Operational efficiency and team performance had to be calculated manually, outside the platform. Identifying blockers within a project was difficult, increasing the risk of late-stage delays. Project metrics relied on manually updated case statuses, which were often outdated or inconsistent. Supervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details. Individual cases were rarely inspected unless surfaced by metrics or alerts.","absoluteBoundingBox":{"x":2312.0,"y":8757.4033203125,"width":295.0,"height":484.0},"isolatedAbsoluteRenderBounds":{"x":2322.6875,"y":8761.9033203125,"width":276.9716796875,"height":475.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":295.0,"y":484.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Supervisors lacked visibility into case progress across entities belonging to the same parent company.\nOperational efficiency and team performance had to be calculated manually, outside the platform.\nIdentifying blockers within a project was difficult, increasing the risk of late-stage delays.\nProject metrics relied on manually updated case statuses, which were often outdated or inconsistent.\nSupervisors focused on throughput, bottlenecks, and risk distribution rather than individual case details.\nIndividual cases were rarely inspected unless surfaced by metrics or alerts.","lineIndentations":[1,1,1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"19:924":{"type":"TEXT","id":"19:924","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":2432.0,"y":842.0,"width":640.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":2434.87646484375,"y":849.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1717":{"type":"TEXT","id":"20:1717","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":3056.0,"y":1005.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":3056.0,"y":1005.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1215":{"type":"TEXT","id":"47:1215","name":"Observations","absoluteBoundingBox":{"x":64.0,"y":2240.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":65.0085220336914,"y":2244.33251953125,"width":129.439788818359,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:327":{"type":"TEXT","id":"36:327","name":"Onboard new clients directly without customisation","absoluteBoundingBox":{"x":920.0,"y":7487.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.613647460938,"y":7492.283203125,"width":239.838134765625,"height":35.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Onboard new clients directly without customisation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:541":{"type":"RECTANGLE","id":"36:541","name":"Rectangle 4","absoluteBoundingBox":{"x":184.0,"y":8105.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8105.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,190.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1361":{"type":"FRAME","id":"47:1361","name":"Frame 29","absoluteBoundingBox":{"x":184.0,"y":4390.708984375,"width":1040.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4390.708984375,"width":1040.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1362","47:1365","47:1368"]},"47:1984":{"type":"FRAME","id":"47:1984","name":"Frame 290663","absoluteBoundingBox":{"x":1488.0,"y":9318.09765625,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9318.09765625,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1985"]},"20:1773":{"type":"FRAME","id":"20:1773","name":"Frame 27","absoluteBoundingBox":{"x":2448.0,"y":4917.0,"width":960.0,"height":3855.0},"isolatedAbsoluteRenderBounds":{"x":2448.0,"y":4917.0,"width":960.0,"height":3855.0},"relativeTransform":[[1.0,0.0,176.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":3855.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1774","20:1775"]},"47:869":{"type":"FRAME","id":"47:869","name":"Frame 21","absoluteBoundingBox":{"x":184.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2326.0,"width":1040.0,"height":1398.70910644531},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,325.0]],"size":{"x":1040.0,"y":1398.70910644531},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["47:870","47:871"]},"47:838":{"type":"FRAME","id":"47:838","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1564.0,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:839"]},"47:794":{"type":"TEXT","id":"47:794","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":1488.0,"y":2065.0,"width":640.0,"height":352.0},"isolatedAbsoluteRenderBounds":{"x":1488.46020507812,"y":2069.5,"width":635.84912109375,"height":343.730224609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":640.0,"y":352.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:535":{"type":"FRAME","id":"36:535","name":"Frame 25","absoluteBoundingBox":{"x":184.0,"y":7915.783203125,"width":1040.0,"height":262.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7915.783203125,"width":1040.0,"height":262.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":262.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:536","36:543","36:548"]},"47:1634":{"type":"FRAME","id":"47:1634","name":"Frame 25","absoluteBoundingBox":{"x":2312.0,"y":10879.068359375,"width":295.0,"height":791.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":10879.068359375,"width":295.0,"height":791.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":295.0,"y":791.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":64.0,"counterAxisSizingMode":"FIXED","children":["47:1635","47:1648","47:1657"]},"20:1304":{"type":"TEXT","id":"20:1304","name":"Qualitative Analysis","absoluteBoundingBox":{"x":184.0,"y":3712.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":3716.33251953125,"width":191.608535766602,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:546":{"type":"RECTANGLE","id":"36:546","name":"Rectangle 3","absoluteBoundingBox":{"x":552.0,"y":8009.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":552.0,"y":8009.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:850":{"type":"TEXT","id":"47:850","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":2312.0,"y":3378.0,"width":295.0,"height":682.0},"isolatedAbsoluteRenderBounds":{"x":2312.46020507812,"y":3382.5,"width":291.961181640625,"height":673.730224609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":295.0,"y":682.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1494":{"type":"RECTANGLE","id":"47:1494","name":"Rectangle 3","absoluteBoundingBox":{"x":1488.0,"y":8543.09765625,"width":170.66667175293,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8543.09765625,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,187.0]],"size":{"x":170.66667175293,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2109":{"type":"RECTANGLE","id":"47:2109","name":"Rectangle 7","absoluteBoundingBox":{"x":2392.0,"y":8770.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8770.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,347.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1051":{"type":"TEXT","id":"47:1051","name":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","absoluteBoundingBox":{"x":184.0,"y":4081.708984375,"width":304.0,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":4086.00439453125,"width":244.25927734375,"height":57.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":304.0,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Tool walkthroughs of existing spreadsheets, inboxes, and annotation tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1558":{"type":"FRAME","id":"47:1558","name":"Frame 22","absoluteBoundingBox":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7515.783203125,"width":1040.0,"height":412.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,6731.783203125]],"size":{"x":1040.0,"y":412.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1559"]},"47:2329":{"type":"TEXT","id":"47:2329","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":9443.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":9447.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=10%3A3455&node-id=51-10345&viewport=346%2C-213%2C0.15&t=jN0WbGlM5LbmAn0Z-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=51%3A10345&show-proto-sidebar=1","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:725":{"type":"TEXT","id":"36:725","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7533.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.556823730469,"y":7539.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:1135":{"type":"FRAME","id":"36:1135","name":"Frame 290663","absoluteBoundingBox":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":4032.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1136"]},"36:537":{"type":"TEXT","id":"36:537","name":"Efficiency","absoluteBoundingBox":{"x":184.0,"y":7915.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":7919.40673828125,"width":95.6589508056641,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:313":{"type":"TEXT","id":"36:313","name":"Reduced manual annotation effort","absoluteBoundingBox":{"x":184.0,"y":7608.783203125,"width":288.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":185.585220336914,"y":7613.07861328125,"width":284.866455078125,"height":13.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,169.0]],"size":{"x":288.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reduced manual annotation effort","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:444":{"type":"FRAME","id":"18:444","name":"Frame 12","absoluteBoundingBox":{"x":1568.0,"y":1119.0,"width":1.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":1089.18176269531,"y":1119.0,"width":929.240966796875,"height":145.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1.0,"y":145.0},"fills":[],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"INSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["18:441"]},"36:724":{"type":"FRAME","id":"36:724","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":7533.783203125,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7533.783203125,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,94.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:725"]},"47:888":{"type":"RECTANGLE","id":"47:888","name":"Rectangle 3","absoluteBoundingBox":{"x":1488.0,"y":3594.12866210938,"width":170.66667175293,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":3594.12866210938,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,184.0]],"size":{"x":170.66667175293,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:317":{"type":"TEXT","id":"36:317","name":"Accuracy & Compliance","absoluteBoundingBox":{"x":552.0,"y":7439.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":552.475830078125,"y":7443.40673828125,"width":229.628234863281,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Accuracy & Compliance","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:298":{"type":"RECTANGLE","id":"36:298","name":"image 16","absoluteBoundingBox":{"x":184.0,"y":6456.708984375,"width":1040.0,"height":866.074096679688},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6456.708984375,"width":1040.0,"height":866.07421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,255.0]],"size":{"x":1040.0,"y":866.074096679688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"Workflow diagrem","ariaAttributes":{},"interactions":[]},"47:1213":{"type":"FRAME","id":"47:1213","name":"Frame 30","absoluteBoundingBox":{"x":64.0,"y":2240.708984375,"width":1040.0,"height":500.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":2240.708984375,"width":1040.0,"height":500.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":1040.0,"y":500.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:1214","47:1217","47:1220"]},"48:2942":{"type":"TEXT","id":"48:2942","name":"Compliance & Risk","absoluteBoundingBox":{"x":2312.0,"y":18337.083984375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.00854492188,"y":18340.70703125,"width":178.3359375,"height":19.46875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:398":{"type":"TEXT","id":"45:398","name":"Understanding the problem space","absoluteBoundingBox":{"x":2392.0,"y":3377.708984375,"width":960.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":3382.25732421875,"width":393.14990234375,"height":23.633544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1837":{"type":"FRAME","id":"21:1837","name":"Frame 28","absoluteBoundingBox":{"x":904.0,"y":5637.708984375,"width":320.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":904.0,"y":5637.708984375,"width":320.0,"height":324.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["21:1838","21:1839"]},"47:1134":{"type":"TEXT","id":"47:1134","name":"Bulk efficiency must not come at the cost of individual case accountability. A case-first architecture is essential for meaningful progress tracking across projects and entities. Early investment in configurability scales better than client-specific custom builds. Supervisors need surfaced signals and exceptions, not exhaustive data views.","absoluteBoundingBox":{"x":1941.33325195312,"y":6499.12890625,"width":186.666656494141,"height":484.0},"isolatedAbsoluteRenderBounds":{"x":1952.02075195312,"y":6503.42431640625,"width":173.857666015625,"height":475.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.666656494141,"y":484.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Bulk efficiency must not come at the cost of individual case accountability.\nA case-first architecture is essential for meaningful progress tracking across projects and entities.\nEarly investment in configurability scales better than client-specific custom builds.\nSupervisors need surfaced signals and exceptions, not exhaustive data views.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:534":{"type":"TEXT","id":"36:534","name":"UX Success Metrics","absoluteBoundingBox":{"x":184.0,"y":7862.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":7867.33154296875,"width":231.058731079102,"height":18.70751953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"UX Success Metrics","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1662":{"type":"FRAME","id":"20:1662","name":"Frame 20","absoluteBoundingBox":{"x":1408.0,"y":873.0,"width":1280.0,"height":3616.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":873.0,"width":2928.0,"height":3616.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":3616.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":32.0,"counterAxisSizingMode":"FIXED","children":["20:1663","20:1825"]},"20:1824":{"type":"FRAME","id":"20:1824","name":"Frame 33","absoluteBoundingBox":{"x":184.0,"y":4223.708984375,"width":1040.0,"height":1914.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4223.708984375,"width":1040.0,"height":1914.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":1914.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["20:1822","21:1914","20:1818","21:1920","21:1828"]},"48:2932":{"type":"FRAME","id":"48:2932","name":"Frame 26","absoluteBoundingBox":{"x":2312.0,"y":17741.083984375,"width":295.0,"height":160.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":17741.083984375,"width":295.0,"height":160.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,266.0]],"size":{"x":295.0,"y":160.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2933","48:2934"]},"48:2870":{"type":"FRAME","id":"48:2870","name":"Frame 30","absoluteBoundingBox":{"x":184.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13397.5791015625,"width":1040.0,"height":138.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,496.0]],"size":{"x":1040.0,"y":138.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2871","48:2872"]},"47:1942":{"type":"TEXT","id":"47:1942","name":"Incorrect case status transitions","absoluteBoundingBox":{"x":552.0,"y":8240.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":8245.283203125,"width":267.720886230469,"height":13.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Incorrect case status transitions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1127":{"type":"TEXT","id":"47:1127","name":"Observations","absoluteBoundingBox":{"x":1488.0,"y":6461.12890625,"width":186.66667175293,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1489.00854492188,"y":6464.75244140625,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":186.66667175293,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1198":{"type":"FRAME","id":"47:1198","name":"Frame 31","absoluteBoundingBox":{"x":64.0,"y":1602.708984375,"width":1040.0,"height":516.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":1602.708984375,"width":1040.0,"height":516.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,776.0]],"size":{"x":1040.0,"y":516.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1199","47:1200"]},"47:1868":{"type":"TEXT","id":"47:1868","name":"Incorrect case status transitions","absoluteBoundingBox":{"x":2760.0,"y":8240.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":2761.58520507812,"y":8245.283203125,"width":267.720947265625,"height":13.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Incorrect case status transitions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1996":{"type":"TEXT","id":"47:1996","name":"“I have increased visibility into case progress and bottlenecks”","absoluteBoundingBox":{"x":1716.0,"y":9468.09765625,"width":525.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1716.86926269531,"y":9472.59765625,"width":522.463256835938,"height":17.38671875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":525.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I have increased visibility into case progress and bottlenecks”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"44:161":{"type":"TEXT","id":"44:161","name":"Link to Figma Prototype","absoluteBoundingBox":{"x":614.0,"y":9687.783203125,"width":155.0,"height":18.0},"isolatedAbsoluteRenderBounds":{"x":614.0,"y":9691.109375,"width":154.250854492188,"height":14.412109375},"relativeTransform":[[1.0,0.0,16.0],[0.0,1.0,12.0]],"size":{"x":155.0,"y":18.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"boundVariables":{"color":{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"boundVariables":{"fills":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Link to Figma Prototype","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","hyperlink":{"type":"URL","url":"https://www.figma.com/proto/JPfFhstLZd6eL0QcJFZj7L/2026-CaseStudies-Vinatha--link-for-Interviews-?page-id=2%3A15159&node-id=7-2184&viewport=309%2C439%2C0.15&t=0RMWsThLs5Mbp9dm-1&scaling=scale-down&content-scaling=fixed&starting-point-node-id=7%3A2184","openInNewTab":true},"textAutoResize":"WIDTH_AND_HEIGHT","boundVariables":{"paints":[{"type":"VARIABLE_ALIAS","id":"VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190"}]},"fontVariantPosition":"NORMAL","textDecoration":"UNDERLINE","textDecorationSkipInk":true,"fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.28,"letterSpacingValue":-2.0,"letterSpacingUnit":"PERCENT","lineHeightPx":18.480001449585,"lineHeightPercent":109.070426940918,"lineHeightPercentFontSize":132.0,"lineHeightUnit":"FONT_SIZE_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:1844":{"type":"TEXT","id":"47:1844","name":"Incorrect case status transitions","absoluteBoundingBox":{"x":552.0,"y":8240.783203125,"width":304.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":553.585205078125,"y":8245.283203125,"width":267.720886230469,"height":13.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,196.0]],"size":{"x":304.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Incorrect case status transitions","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1431":{"type":"RECTANGLE","id":"20:1431","name":"Rectangle 3","absoluteBoundingBox":{"x":920.0,"y":3828.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":3828.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2799":{"type":"FRAME","id":"48:2799","name":"Frame 32","absoluteBoundingBox":{"x":1488.0,"y":15399.8544921875,"width":640.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":15399.8544921875,"width":640.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,886.0]],"size":{"x":640.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2800","48:2801"]},"47:2105":{"type":"FRAME","id":"47:2105","name":"Frame 290670","absoluteBoundingBox":{"x":2392.0,"y":8723.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":8723.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,300.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2106","47:2108"]},"15:384":{"type":"RECTANGLE","id":"15:384","name":"Rectangle 2","absoluteBoundingBox":{"x":2312.0,"y":180.0,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":180.0,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2060":{"type":"FRAME","id":"47:2060","name":"Frame 290668","absoluteBoundingBox":{"x":184.0,"y":8573.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8573.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,150.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2061","47:2063"]},"47:2236":{"type":"RECTANGLE","id":"47:2236","name":"Rectangle 4","absoluteBoundingBox":{"x":1528.0,"y":8545.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":8545.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,122.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:477":{"type":"FRAME","id":"18:477","name":"Frame 2","absoluteBoundingBox":{"x":224.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":784.0,"width":960.0,"height":39.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:478"]},"47:1205":{"type":"TEXT","id":"47:1205","name":"Edge Cases","absoluteBoundingBox":{"x":424.0,"y":1640.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":425.264190673828,"y":1644.96472167969,"width":112.391937255859,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1732":{"type":"FRAME","id":"20:1732","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":4261.708984375,"width":320.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4261.708984375,"width":320.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1725","20:1660"]},"47:1075":{"type":"TEXT","id":"47:1075","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":1528.0,"y":3985.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1528.38354492188,"y":3990.00439453125,"width":265.424438476562,"height":39.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1478":{"type":"RECTANGLE","id":"47:1478","name":"image 16","absoluteBoundingBox":{"x":184.0,"y":6585.708984375,"width":1040.0,"height":866.074096679688},"targetAspectRatio":{"x":4096.0,"y":3411.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6585.708984375,"width":1040.0,"height":866.07421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,255.0]],"size":{"x":1040.0,"y":866.074096679688},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"11c962ac680389a29f9c8eea86c5c2206d3ae098","originalImageWidth":4096,"originalImageHeight":3411,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"19:921":{"type":"TEXT","id":"19:921","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1408.49426269531,"y":953.846618652344,"width":299.714599609375,"height":1613.41748046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,76.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2777":{"type":"FRAME","id":"48:2777","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":14470.8544921875,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":14470.8544921875,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2778"]},"36:836":{"type":"FRAME","id":"36:836","name":"Frame 20","absoluteBoundingBox":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":132.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3783.708984375,"width":960.0,"height":132.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":132.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["36:837","36:839"]},"20:1435":{"type":"RECTANGLE","id":"20:1435","name":"Rectangle 3","absoluteBoundingBox":{"x":1408.0,"y":949.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":949.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:500":{"type":"TEXT","id":"18:500","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":2432.0,"y":1209.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":2432.68188476562,"y":1213.72729492188,"width":929.240966796875,"height":139.454467773438},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,309.0]],"size":{"x":960.0,"y":145.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:2325":{"type":"RECTANGLE","id":"47:2325","name":"image 10","absoluteBoundingBox":{"x":184.0,"y":9245.783203125,"width":400.0,"height":331.0},"targetAspectRatio":{"x":2880.0,"y":2384.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9245.783203125,"width":400.0,"height":331.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":400.0,"y":331.0},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944","originalImageWidth":2880,"originalImageHeight":2384,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"48:2726":{"type":"FRAME","id":"48:2726","name":"Frame 26","absoluteBoundingBox":{"x":2312.0,"y":15898.3056640625,"width":295.0,"height":1509.77856445312},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":15898.3056640625,"width":295.0,"height":1509.77856445312},"relativeTransform":[[1.0,0.0,40.0],[0.0,1.0,15106.3056640625]],"size":{"x":295.0,"y":1509.77856445312},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2727","48:2729","48:2730","48:2733","48:2736","48:2737"]},"47:1362":{"type":"FRAME","id":"47:1362","name":"Frame 26","absoluteBoundingBox":{"x":184.0,"y":4390.708984375,"width":320.0,"height":654.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4390.708984375,"width":320.0,"height":654.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":654.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1363","47:1364"]},"42:282":{"type":"FRAME","id":"42:282","name":"Frame 290673","absoluteBoundingBox":{"x":3311.0,"y":6368.708984375,"width":46.0,"height":4451.0},"isolatedAbsoluteRenderBounds":{"x":3256.5,"y":6368.708984375,"width":154.2509765625,"height":4451.0},"relativeTransform":[[1.0,0.0,919.0],[0.0,1.0,0.0]],"size":{"x":46.0,"y":4451.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":933.0,"counterAxisSizingMode":"FIXED","children":["42:283","44:167"]},"36:1187":{"type":"TEXT","id":"36:1187","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":8669.783203125,"width":125.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.705963134766,"y":8675.01953125,"width":123.549011230469,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":125.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Compliance & Risk","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"47:2053":{"type":"TEXT","id":"47:2053","name":"“Validation feels more like supervision than manual work”","absoluteBoundingBox":{"x":300.0,"y":8423.783203125,"width":479.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":300.869323730469,"y":8428.0791015625,"width":476.388061523438,"height":17.3857421875},"relativeTransform":[[1.0,0.0,116.0],[0.0,1.0,0.0]],"size":{"x":479.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Validation feels more like supervision than manual work”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:889":{"type":"TEXT","id":"47:889","name":"Workflow shadowing during live KYC case handling","absoluteBoundingBox":{"x":1488.0,"y":3622.12866210938,"width":170.66667175293,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1488.38354492188,"y":3626.42407226562,"width":148.2158203125,"height":83.591064453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":170.66667175293,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Workflow shadowing during live KYC case handling","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"46:543":{"type":"TEXT","id":"46:543","name":"What Worked & What I Learned","absoluteBoundingBox":{"x":184.0,"y":13817.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.376419067383,"y":13821.841796875,"width":299.080871582031,"height":14.9501953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"What Worked & What I Learned","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2065":{"type":"FRAME","id":"47:2065","name":"Frame 290669","absoluteBoundingBox":{"x":184.0,"y":8648.783203125,"width":1040.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8648.783203125,"width":1040.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,225.0]],"size":{"x":1040.0,"y":23.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":32.0,"primaryAxisSizingMode":"FIXED","children":["47:2066","47:2068"]},"47:1750":{"type":"RECTANGLE","id":"47:1750","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":7709.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":7709.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,141.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1751":{"type":"FRAME","id":"20:1751","name":"Frame 27","absoluteBoundingBox":{"x":544.0,"y":5037.708984375,"width":320.0,"height":258.0},"isolatedAbsoluteRenderBounds":{"x":544.0,"y":5037.708984375,"width":320.0,"height":258.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":258.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1752","20:1753"]},"48:3007":{"type":"FRAME","id":"48:3007","name":"Frame 290676","absoluteBoundingBox":{"x":184.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12901.5791015625,"width":1040.0,"height":870.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":870.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["48:3008","48:3009","48:3012","48:3015","48:3018","48:3021","48:3024","48:3027"]},"20:1664":{"type":"TEXT","id":"20:1664","name":"Background to my role within FinTrU","absoluteBoundingBox":{"x":1568.0,"y":873.0,"width":960.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1570.87646484375,"y":880.769897460938,"width":609.55859375,"height":35.0028076171875},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Background to my role within FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":36.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.18,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":43.5681800842285,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1731":{"type":"FRAME","id":"47:1731","name":"Frame 22","absoluteBoundingBox":{"x":920.0,"y":7568.783203125,"width":304.0,"height":282.0},"isolatedAbsoluteRenderBounds":{"x":920.0,"y":7568.783203125,"width":304.0,"height":282.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":282.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:1732","47:1733","47:1734","47:1736","47:1737","47:1738"]},"21:1914":{"type":"RECTANGLE","id":"21:1914","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":4955.708984375,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4955.708984375,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,732.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1935":{"type":"TEXT","id":"47:1935","name":"Number of clicks / context switches per case","absoluteBoundingBox":{"x":184.0,"y":8262.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":185.380676269531,"y":8267.0791015625,"width":299.016876220703,"height":39.3857421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,218.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Number of clicks / context switches per case","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:841":{"type":"FRAME","id":"47:841","name":"Frame 16","absoluteBoundingBox":{"x":1528.0,"y":1564.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":1564.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,780.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["47:842"]},"18:548":{"type":"FRAME","id":"18:548","name":"Frame 5","absoluteBoundingBox":{"x":1408.0,"y":900.0,"width":1280.0,"height":534.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":900.0,"width":1280.0,"height":534.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":1280.0,"y":534.0},"fills":[{"blendMode":"NORMAL","type":"GRADIENT_LINEAR","transform":[[-1.0,0.0,1.0],[0.0,-1.0,0.999999940395355]],"gradientStops":[{"color":{"r":0.61176472902298,"g":0.278431385755539,"b":0.627451002597809,"a":1.0},"position":0.0},{"color":{"r":0.113725490868092,"g":0.439215689897537,"b":0.713725507259369,"a":1.0},"position":1.0}],"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingRight":160.0,"paddingBottom":80.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:549","18:552","18:553","18:554"]},"46:588":{"type":"TEXT","id":"46:588","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":1528.0,"y":3490.634765625,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":1528.5625,"y":3494.93017578125,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,82.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1832":{"type":"TEXT","id":"47:1832","name":"Efficiency","absoluteBoundingBox":{"x":184.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.264205932617,"y":8048.40673828125,"width":95.6589508056641,"height":19.46728515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:3005":{"type":"FRAME","id":"48:3005","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":12858.5791015625,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:3006"]},"36:540":{"type":"TEXT","id":"36:540","name":"Time to identify missing information","absoluteBoundingBox":{"x":184.0,"y":8059.783203125,"width":301.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":184.869323730469,"y":8064.07861328125,"width":298.425109863281,"height":17.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,144.0]],"size":{"x":301.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time to identify missing information","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1922":{"type":"RECTANGLE","id":"21:1922","name":"Rectangle 4","absoluteBoundingBox":{"x":2272.0,"y":8804.0,"width":960.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":8804.0,"width":960.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,7886.0]],"size":{"x":960.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1373":{"type":"TEXT","id":"20:1373","name":"Validation","absoluteBoundingBox":{"x":920.0,"y":3712.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":920.475830078125,"y":3716.33251953125,"width":95.9430541992188,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1822":{"type":"FRAME","id":"20:1822","name":"Frame 32","absoluteBoundingBox":{"x":184.0,"y":4223.708984375,"width":1040.0,"height":692.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4223.708984375,"width":1040.0,"height":692.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":692.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1689","20:1742"]},"36:533":{"type":"FRAME","id":"36:533","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":7862.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7862.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:534"]},"47:1713":{"type":"TEXT","id":"47:1713","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":196.0,"y":7662.783203125,"width":109.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":196.556823730469,"y":7668.01953125,"width":106.99609375,"height":13.62744140625},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":109.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Steady increase","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"48:2568":{"type":"FRAME","id":"48:2568","name":"Frame 3","absoluteBoundingBox":{"x":144.0,"y":12170.09765625,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":144.0,"y":12170.09765625,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["48:2569"]},"20:1291":{"type":"RECTANGLE","id":"20:1291","name":"image 3","absoluteBoundingBox":{"x":184.0,"y":2888.71044921875,"width":1040.0,"height":706.998596191406},"targetAspectRatio":{"x":1446.0,"y":983.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2888.71044921875,"width":1040.0,"height":706.99853515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,691.710510253906]],"size":{"x":1040.0,"y":706.998596191406},"fills":[{"blendMode":"NORMAL","type":"IMAGE","scaleMode":"FILL","imageRef":"19ba6108175d8f24b31344b891b4a715a35fbf7f","originalImageWidth":1446,"originalImageHeight":983,"visible":true,"opacity":1.0,"rotation":0.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"accessibleLabel":"UI screen design for annotation tool","ariaAttributes":{},"interactions":[]},"20:1705":{"type":"TEXT","id":"20:1705","name":"Edge Cases","absoluteBoundingBox":{"x":544.0,"y":4261.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":545.264221191406,"y":4265.96484375,"width":112.391906738281,"height":19.0625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Edge Cases","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1201":{"type":"FRAME","id":"47:1201","name":"Frame 26","absoluteBoundingBox":{"x":64.0,"y":1640.708984375,"width":320.0,"height":478.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":1640.708984375,"width":320.0,"height":478.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":478.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1202","47:1203"]},"46:540":{"type":"FRAME","id":"46:540","name":"Frame 290676","absoluteBoundingBox":{"x":184.0,"y":13749.5791015625,"width":1040.0,"height":346.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13749.5791015625,"width":1040.0,"height":346.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":346.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["46:541","46:542","46:545"]},"47:1389":{"type":"TEXT","id":"47:1389","name":"Observations","absoluteBoundingBox":{"x":184.0,"y":5766.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":185.008529663086,"y":5770.33251953125,"width":129.43977355957,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2677":{"type":"FRAME","id":"48:2677","name":"Frame 14","absoluteBoundingBox":{"x":1488.0,"y":12761.826171875,"width":640.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":12761.826171875,"width":640.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["48:2678"]},"47:1733":{"type":"TEXT","id":"47:1733","name":"Onboard new clients directly without customisation","absoluteBoundingBox":{"x":920.0,"y":7616.783203125,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":920.613647460938,"y":7621.283203125,"width":239.838134765625,"height":35.72998046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Onboard new clients directly without customisation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2061":{"type":"FRAME","id":"47:2061","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8573.783203125,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8573.783203125,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2062"]},"47:783":{"type":"TEXT","id":"47:783","name":"Role Context at FinTrU","absoluteBoundingBox":{"x":184.0,"y":1564.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":1568.54833984375,"width":256.006286621094,"height":18.7073974609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Role Context at FinTrU","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2918":{"type":"TEXT","id":"48:2918","name":"Reflection & Learnings","absoluteBoundingBox":{"x":2392.0,"y":13835.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":13840.126953125,"width":258.79736328125,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reflection & Learnings","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1834":{"type":"FRAME","id":"21:1834","name":"Frame 27","absoluteBoundingBox":{"x":544.0,"y":5637.708984375,"width":320.0,"height":214.0},"isolatedAbsoluteRenderBounds":{"x":544.0,"y":5637.708984375,"width":320.0,"height":214.0},"relativeTransform":[[1.0,0.0,360.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":214.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["21:1835","21:1836"]},"18:487":{"type":"TEXT","id":"18:487","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":224.0,"y":1209.0,"width":960.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":224.681823730469,"y":1213.72729492188,"width":929.240905761719,"height":139.454467773438},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,309.0]],"size":{"x":960.0,"y":145.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"4":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"48:3057":{"type":"TEXT","id":"48:3057","name":"Embedded regulatory requirements into interaction design Negotiated review checkpoints and mandatory confirmations","absoluteBoundingBox":{"x":1528.0,"y":13329.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1538.6875,"y":13334.0791015625,"width":529.46435546875,"height":39.38671875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Embedded regulatory requirements into interaction design\nNegotiated review checkpoints and mandatory confirmations","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:362":{"type":"FRAME","id":"36:362","name":"Frame 25","absoluteBoundingBox":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":447.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3867.708984375,"width":1040.0,"height":447.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":1040.0,"y":447.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:363","36:370","36:379"]},"18:531":{"type":"FRAME","id":"18:531","name":"Frame 2","absoluteBoundingBox":{"x":224.0,"y":784.0,"width":960.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":224.0,"y":784.0,"width":960.0,"height":39.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:532"]},"47:1880":{"type":"TEXT","id":"47:1880","name":"Efficiency","absoluteBoundingBox":{"x":2312.0,"y":11747.068359375,"width":295.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":2313.26416015625,"y":11750.6923828125,"width":95.658935546875,"height":19.466796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Efficiency","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1838":{"type":"TEXT","id":"21:1838","name":"Insights","absoluteBoundingBox":{"x":904.0,"y":5637.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":905.264221191406,"y":5641.33251953125,"width":76.0684814453125,"height":19.69482421875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Insights","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1298":{"type":"FRAME","id":"20:1298","name":"Frame 21","absoluteBoundingBox":{"x":184.0,"y":2197.0,"width":1040.0,"height":1398.70910644531},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":2197.0,"width":1040.0,"height":1398.70910644531},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,325.0]],"size":{"x":1040.0,"y":1398.70910644531},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":40.0,"counterAxisSizingMode":"FIXED","children":["20:1165","20:1291"]},"36:795":{"type":"RECTANGLE","id":"36:795","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":8341.783203125,"width":1040.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8341.783203125,"width":1040.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,47.0]],"size":{"x":1040.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1074":{"type":"RECTANGLE","id":"47:1074","name":"Rectangle 3","absoluteBoundingBox":{"x":1528.0,"y":3957.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":3957.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"20:1358":{"type":"TEXT","id":"20:1358","name":"Audit log reviews to understand compliance requirements","absoluteBoundingBox":{"x":552.0,"y":3880.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":552.460205078125,"y":3885.208984375,"width":265.775512695312,"height":39.181884765625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,168.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Audit log reviews to understand compliance requirements","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1406":{"type":"TEXT","id":"47:1406","name":"Observations","absoluteBoundingBox":{"x":1528.0,"y":4390.708984375,"width":320.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1529.00854492188,"y":4394.33251953125,"width":129.439697265625,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Observations","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1926":{"type":"FRAME","id":"47:1926","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":7991.783203125,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1927"]},"20:1136":{"type":"TEXT","id":"20:1136","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":184.0,"y":1915.0,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":184.5625,"y":1919.29541015625,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1655":{"type":"FRAME","id":"47:1655","name":"Frame 290664","absoluteBoundingBox":{"x":2312.0,"y":11361.068359375,"width":133.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":11361.068359375,"width":133.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,155.0]],"size":{"x":133.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:1656"]},"47:1062":{"type":"TEXT","id":"47:1062","name":"Validation","absoluteBoundingBox":{"x":920.0,"y":3841.708984375,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":920.475830078125,"y":3845.33251953125,"width":95.9430541992188,"height":15.589599609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Validation","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2714":{"type":"FRAME","id":"48:2714","name":"Frame 26","absoluteBoundingBox":{"x":2392.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":10407.783203125,"width":1040.0,"height":2386.79565429688},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,9623.783203125]],"size":{"x":1040.0,"y":2386.79565429688},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["48:2715","48:2717","48:2718","48:2721","48:2724","48:2725"]},"36:281":{"type":"FRAME","id":"36:281","name":"Frame 14","absoluteBoundingBox":{"x":184.0,"y":6201.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6201.708984375,"width":1040.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:282"]},"47:1488":{"type":"FRAME","id":"47:1488","name":"Frame 25","absoluteBoundingBox":{"x":1488.0,"y":8356.09765625,"width":640.0,"height":427.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":8356.09765625,"width":640.0,"height":427.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":640.0,"y":427.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["47:1489","47:1502","47:1511"]},"20:1126":{"type":"FRAME","id":"20:1126","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":1435.0,"width":1040.0,"height":373.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1435.0,"width":1040.0,"height":373.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":373.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["19:906","19:909"]},"47:1090":{"type":"RECTANGLE","id":"47:1090","name":"Rectangle 3","absoluteBoundingBox":{"x":2264.0,"y":3957.708984375,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2264.0,"y":3957.708984375,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"42:269":{"type":"FRAME","id":"42:269","name":"Frame 290674","absoluteBoundingBox":{"x":184.0,"y":9511.783203125,"width":1040.0,"height":278.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":9511.783203125,"width":1040.0,"height":278.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,712.0]],"size":{"x":1040.0,"y":278.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":14.0,"primaryAxisSizingMode":"FIXED","children":["42:308","42:271"]},"20:1344":{"type":"TEXT","id":"20:1344","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":2096.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":2096.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"45:378":{"type":"TEXT","id":"45:378","name":"Co-framed platform-level problem statements and success metrics Influenced quarterly planning & roadmap sequencing based on workflow dependencies","absoluteBoundingBox":{"x":184.0,"y":12890.5791015625,"width":1040.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":194.6875,"y":12894.875,"width":747.857177734375,"height":39.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,28.0]],"size":{"x":1040.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Co-framed platform-level problem statements and success metrics\nInfluenced quarterly planning & roadmap sequencing based on workflow dependencies","lineIndentations":[1,1],"lineTypes":["UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:447":{"type":"FRAME","id":"18:447","name":"Frame 12","absoluteBoundingBox":{"x":1408.0,"y":597.0,"width":800.0,"height":15485.853515625},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":597.0,"width":889.5361328125,"height":15485.8544921875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,497.0]],"size":{"x":800.0,"y":15485.853515625},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":80.0,"paddingLeft":80.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["18:448","18:451","18:453","47:768","47:790","47:880","47:1092","47:1440","47:1484","47:1776","47:1972","47:2256","48:2598","48:2676","48:2776","48:2802"]},"20:1368":{"type":"TEXT","id":"20:1368","name":"Case lifecycle analysis (delays, rework loops, handoffs)","absoluteBoundingBox":{"x":552.0,"y":4072.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":553.073852539062,"y":4077.00439453125,"width":257.339111328125,"height":39.38623046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,360.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case lifecycle analysis (delays, rework loops, handoffs)","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1054":{"type":"TEXT","id":"47:1054","name":"Time-and-motion studies of manual annotation workflows","absoluteBoundingBox":{"x":552.0,"y":3913.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":552.869323730469,"y":3918.00439453125,"width":299.022705078125,"height":35.934814453125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,72.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Time-and-motion studies of manual annotation workflows","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"18:429":{"type":"TEXT","id":"18:429","name":"Selected Work","absoluteBoundingBox":{"x":2272.0,"y":779.0,"width":375.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":779.0,"width":375.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":375.0,"y":39.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Selected Work","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-SemiBold","fontStyle":"Semi Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":32.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.16,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":38.7272720336914,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1706":{"type":"TEXT","id":"20:1706","name":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues. Conflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently. Bulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews. AI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","absoluteBoundingBox":{"x":544.0,"y":4299.708984375,"width":320.0,"height":396.0},"isolatedAbsoluteRenderBounds":{"x":554.6875,"y":4304.00439453125,"width":295.819702148438,"height":387.9345703125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":396.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues.\nConflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently.\nBulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews.\nAI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:283":{"type":"TEXT","id":"36:283","name":"Before: Before AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased. After: With AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","absoluteBoundingBox":{"x":184.0,"y":6244.708984375,"width":1040.0,"height":198.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":6249.00439453125,"width":1010.44653320312,"height":193.5908203125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":198.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1],"characters":"Before:\nBefore AI-assisted workflows, analysts manually classified documents, extracted data, selected evidences, and updated case statuses across disconnected tools. Every step required full manual effort, resulting in high cognitive load, frequent context switching, and limited scalability as volumes increased.\n\nAfter:\nWith AI-assisted, human-in-the-loop workflows, document classification and evidence suggestions are prefilled by AI, allowing analysts and reviewers to focus on validation and exceptions. Integrated workflows, role-specific views, and traceable review states reduced manual effort while maintaining compliance, transparency, and operational control.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"21:1840":{"type":"FRAME","id":"21:1840","name":"Frame 33","absoluteBoundingBox":{"x":1408.0,"y":2717.0,"width":2928.0,"height":1736.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2717.0,"width":2928.0,"height":1736.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1768.0]],"size":{"x":2928.0,"y":1736.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","children":["21:1841","21:1842"]},"47:1355":{"type":"FRAME","id":"47:1355","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":4309.708984375,"width":1040.0,"height":1957.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":1957.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1356","47:1358"]},"48:2876":{"type":"FRAME","id":"48:2876","name":"Frame 32","absoluteBoundingBox":{"x":184.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":13699.5791015625,"width":1040.0,"height":72.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,798.0]],"size":{"x":1040.0,"y":72.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":4.0,"counterAxisSizingMode":"FIXED","children":["48:2877","48:2878"]},"47:981":{"type":"FRAME","id":"47:981","name":"Frame 22","absoluteBoundingBox":{"x":3008.0,"y":836.708984375,"width":304.0,"height":188.0},"isolatedAbsoluteRenderBounds":{"x":3008.0,"y":836.708984375,"width":304.0,"height":188.0},"relativeTransform":[[1.0,0.0,736.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":188.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisSizingMode":"FIXED","children":["47:982","47:983","47:984","47:985"]},"11:163":{"type":"FRAME","id":"11:163","name":"Frame 6","absoluteBoundingBox":{"x":184.0,"y":655.0,"width":1040.0,"height":39.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":655.0,"width":1040.0,"height":39.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":39.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":60.0,"counterAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["11:164"]},"47:1797":{"type":"TEXT","id":"47:1797","name":"Task completion without external tools","absoluteBoundingBox":{"x":1957.33325195312,"y":8908.09765625,"width":170.666656494141,"height":66.0},"isolatedAbsoluteRenderBounds":{"x":1957.89575195312,"y":8912.59765625,"width":135.651123046875,"height":57.7041015625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":170.666656494141,"y":66.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Task completion without external tools","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:147":{"type":"FRAME","id":"11:147","name":"Frame 5","absoluteBoundingBox":{"x":2272.0,"y":779.0,"width":375.0,"height":635.0},"isolatedAbsoluteRenderBounds":{"x":2272.0,"y":779.0,"width":375.0,"height":635.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":375.0,"y":635.0},"fills":[],"constraintValues":{"left":{"pixelOffset":0.0,"sizeFraction":0.0},"top":{"pixelOffset":0.0,"sizeFraction":0.0}},"strokeAlign":"INSIDE","layoutPositioning":"ABSOLUTE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","isInAnimateTree":true,"children":["16:426","18:429","18:434","11:159","18:778"]},"47:2327":{"type":"TEXT","id":"47:2327","name":"Case Management Case information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst.","absoluteBoundingBox":{"x":598.0,"y":9245.783203125,"width":626.0,"height":154.0},"isolatedAbsoluteRenderBounds":{"x":598.5625,"y":9250.513671875,"width":623.05078125,"height":148.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":626.0,"y":154.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Case Management\nCase information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1220":{"type":"FRAME","id":"47:1220","name":"Frame 28","absoluteBoundingBox":{"x":784.0,"y":2240.708984375,"width":320.0,"height":324.0},"isolatedAbsoluteRenderBounds":{"x":784.0,"y":2240.708984375,"width":320.0,"height":324.0},"relativeTransform":[[1.0,0.0,720.0],[0.0,1.0,0.0]],"size":{"x":320.0,"y":324.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1221","47:1222"]},"36:1102":{"type":"FRAME","id":"36:1102","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1103"]},"47:900":{"type":"TEXT","id":"47:900","name":"Case lifecycle analysis (delays, rework loops, handoffs)","absoluteBoundingBox":{"x":1722.66662597656,"y":3902.12866210938,"width":170.666656494141,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":1723.58703613281,"y":3906.42407226562,"width":135.971435546875,"height":82.36376953125},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,492.0]],"size":{"x":170.666656494141,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case lifecycle analysis (delays, rework loops, handoffs)","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1626":{"type":"RECTANGLE","id":"47:1626","name":"Rectangle 3","absoluteBoundingBox":{"x":3128.0,"y":7731.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":3128.0,"y":7731.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:780":{"type":"FRAME","id":"18:780","name":"Frame 14","absoluteBoundingBox":{"x":304.0,"y":939.0,"width":800.0,"height":80.0},"isolatedAbsoluteRenderBounds":{"x":304.0,"y":939.0,"width":800.0,"height":80.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,135.0]],"size":{"x":800.0,"y":80.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":20.0,"paddingBottom":20.0,"layoutMode":"VERTICAL","counterAxisSizingMode":"FIXED","isInAnimateTree":true,"children":["18:668"]},"47:820":{"type":"TEXT","id":"47:820","name":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale. Due to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased. I ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points. Using these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","absoluteBoundingBox":{"x":2392.0,"y":2044.0,"width":1040.0,"height":242.0},"isolatedAbsoluteRenderBounds":{"x":2392.5625,"y":2048.29541015625,"width":1026.7099609375,"height":233.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":242.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC operations relied heavily on manual document processing and were increasingly difficult to scale.\nDue to the nature of service-led, human-only workflows, document classification, data extraction, and evidence validation required significant manual effort across high-volume cases. From an operational perspective, this resulted in slower turnaround times, analyst fatigue, and limited efficiency gains as client volumes increased.\n\nI ran discovery sessions and workflow workshops with service teams, compliance stakeholders, and product partners to identify operational bottlenecks and decision points.\n\nUsing these insights, I led a team of designers and researchers to map complex end-to-end journeys and define software-led workflows that could be taken forward into prototyping and iterative validation, forming the foundation for AI-assisted solutions.","lineIndentations":[0,0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2555":{"type":"TEXT","id":"48:2555","name":"Case Management Case information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst.","absoluteBoundingBox":{"x":144.0,"y":10777.09765625,"width":640.0,"height":154.0},"isolatedAbsoluteRenderBounds":{"x":144.5625,"y":10781.828125,"width":636.378173828125,"height":148.951171875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":640.0,"y":154.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"characters":"Case Management\nCase information was multilayered and complicated. However case workers needed to refer to simultaneous information pertaining to a case to make an informed decision. The existing UI used tabs which was time taking when user had to refer to various pieces of information across tabs. So explored to have a workstation where different pieces of information were readily available to the case analyst. ","lineIndentations":[0,0],"lineTypes":["NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{"1":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercent":100,"lineHeightPercentFontSize":100}}},"47:1105":{"type":"TEXT","id":"47:1105","name":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues. Conflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently. Bulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews. AI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","absoluteBoundingBox":{"x":1714.66662597656,"y":4133.12890625,"width":186.666656494141,"height":748.0},"isolatedAbsoluteRenderBounds":{"x":1725.35412597656,"y":4137.85888671875,"width":173.868286132812,"height":739.474609375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":186.666656494141,"y":748.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Case statuses were often not updated in real time, leading to visibility gaps and downstream tracking issues.\nConflicting data points across documents within the same case required escalation, as analysts could not resolve discrepancies independently.\nBulk outreach workflows reduced per-case ownership, increasing the risk of missed updates or incomplete reviews.\nAI errors in low-risk documents frequently went unnoticed, as analysts prioritised speed over deep validation when perceived risk was low.","lineIndentations":[1,1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1839":{"type":"TEXT","id":"47:1839","name":"Error Reduction","absoluteBoundingBox":{"x":552.0,"y":8044.783203125,"width":304.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":553.264221191406,"y":8048.40673828125,"width":149.068725585938,"height":15.58935546875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Error Reduction","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1133":{"type":"FRAME","id":"20:1133","name":"Frame 20","absoluteBoundingBox":{"x":184.0,"y":1872.0,"width":1040.0,"height":285.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":1872.0,"width":1040.0,"height":285.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":285.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["20:1134","20:1136"]},"36:579":{"type":"FRAME","id":"36:579","name":"Frame 25","absoluteBoundingBox":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":306.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3836.708984375,"width":960.0,"height":306.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,53.0]],"size":{"x":960.0,"y":306.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":64.0,"primaryAxisSizingMode":"FIXED","children":["36:580","36:587","36:592"]},"20:1393":{"type":"FRAME","id":"20:1393","name":"Frame 23","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,344.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","children":["20:1349","20:1354","20:1359","20:1364","20:1369","20:1419","20:1422","20:1427"]},"47:1886":{"type":"FRAME","id":"47:1886","name":"Frame 23","absoluteBoundingBox":{"x":2312.0,"y":12033.068359375,"width":295.0,"height":178.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":12033.068359375,"width":295.0,"height":178.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,286.0]],"size":{"x":295.0,"y":178.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":16.0,"counterAxisSizingMode":"FIXED","children":["47:1887","47:1888","47:1889","47:1890","47:1891","47:1892"]},"20:1135":{"type":"TEXT","id":"20:1135","name":"Understanding the problem space","absoluteBoundingBox":{"x":184.0,"y":1872.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":1876.54833984375,"width":393.150024414062,"height":23.6334228515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"21:1848":{"type":"TEXT","id":"21:1848","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1744.0,"y":4429.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1744.0,"y":4429.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,1656.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:983":{"type":"TEXT","id":"47:983","name":"Usability testing with interactive prototypes","absoluteBoundingBox":{"x":3008.0,"y":884.708984375,"width":304.0,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":3009.38061523438,"y":889.208984375,"width":267.8291015625,"height":39.1818237304688},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,48.0]],"size":{"x":304.0,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Usability testing with interactive prototypes","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1303":{"type":"TEXT","id":"20:1303","name":"Research & Discovery","absoluteBoundingBox":{"x":184.0,"y":3659.708984375,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":3664.25732421875,"width":251.098556518555,"height":23.36083984375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Research & Discovery","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:1249":{"type":"FRAME","id":"36:1249","name":"Frame 3","absoluteBoundingBox":{"x":3311.0,"y":11195.708984375,"width":41.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":3254.0,"y":11195.708984375,"width":154.2509765625,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,4827.0]],"size":{"x":41.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["36:1250"]},"47:1792":{"type":"TEXT","id":"47:1792","name":"Missed evidence rates","absoluteBoundingBox":{"x":1722.66662597656,"y":9026.09765625,"width":170.666656494141,"height":44.0},"isolatedAbsoluteRenderBounds":{"x":1724.04736328125,"y":9030.59765625,"width":139.443237304688,"height":35.73046875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,166.0]],"size":{"x":170.666656494141,"y":44.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Missed evidence rates","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2250":{"type":"TEXT","id":"47:2250","name":"“Workload distribution has become easier”","absoluteBoundingBox":{"x":1756.0,"y":8723.783203125,"width":357.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":1756.86926269531,"y":8728.283203125,"width":354.957153320312,"height":13.73046875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":357.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“Workload distribution has become easier”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:539":{"type":"RECTANGLE","id":"36:539","name":"Rectangle 3","absoluteBoundingBox":{"x":184.0,"y":8031.783203125,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8031.783203125,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"36:1188":{"type":"TEXT","id":"36:1188","name":"“A noticeable change and stronger alignment with regulatory expectations”","absoluteBoundingBox":{"x":365.0,"y":8669.783203125,"width":630.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":365.869323730469,"y":8674.283203125,"width":627.666870117188,"height":17.38671875},"relativeTransform":[[1.0,0.0,181.0],[0.0,1.0,0.0]],"size":{"x":630.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“A noticeable change and stronger alignment with regulatory expectations”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:2076":{"type":"FRAME","id":"47:2076","name":"Frame 290663","absoluteBoundingBox":{"x":184.0,"y":8798.783203125,"width":149.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":8798.783203125,"width":149.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":149.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.71003121137619,"g":0.994945526123047,"b":0.895225584506989,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2077"]},"20:1300":{"type":"FRAME","id":"20:1300","name":"Frame 19","absoluteBoundingBox":{"x":184.0,"y":3659.708984375,"width":1040.0,"height":457.0},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":3659.708984375,"width":1040.0,"height":457.0},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,3004.708984375]],"size":{"x":1040.0,"y":457.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","itemSpacing":40.0,"primaryAxisSizingMode":"FIXED","children":["20:1301"]},"47:1995":{"type":"TEXT","id":"47:1995","name":"Led UX direction and interaction strategy. Designe","absoluteBoundingBox":{"x":1500.0,"y":9468.09765625,"width":172.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1500.70593261719,"y":9473.333984375,"width":170.6064453125,"height":13.626953125},"relativeTransform":[[1.0,0.0,12.0],[0.0,1.0,0.0]],"size":{"x":172.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.149019613862038,"g":0.180392161011696,"b":0.243137255311012,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Operations & Supervisors","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":14.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.150390625,"letterSpacingValue":-0.150390625,"letterSpacingUnit":"PIXELS","lineHeightPx":22.75,"lineHeightPercent":134.272308349609,"lineHeightPercentFontSize":162.5,"lineHeightUnit":"PIXELS","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED"},"styleOverrideTable":{}},"36:280":{"type":"FRAME","id":"36:280","name":"Frame 21","absoluteBoundingBox":{"x":184.0,"y":6201.708984375,"width":1040.0,"height":1121.07409667969},"isolatedAbsoluteRenderBounds":{"x":184.0,"y":6201.708984375,"width":1040.0,"height":1121.07421875},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,5546.708984375]],"size":{"x":1040.0,"y":1121.07409667969},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["36:281","36:283","36:298"]},"47:2068":{"type":"TEXT","id":"47:2068","name":"“I have increased visibility into case progress and bottlenecks”","absoluteBoundingBox":{"x":412.0,"y":8648.783203125,"width":525.0,"height":22.0},"isolatedAbsoluteRenderBounds":{"x":412.869323730469,"y":8653.283203125,"width":522.463195800781,"height":17.38671875},"relativeTransform":[[1.0,0.0,228.0],[0.0,1.0,0.0]],"size":{"x":525.0,"y":22.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"“I have increased visibility into case progress and bottlenecks”","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"WIDTH_AND_HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"WIDTH_AND_HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"19:909":{"type":"TEXT","id":"19:909","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":184.0,"y":1478.0,"width":1040.0,"height":330.0},"isolatedAbsoluteRenderBounds":{"x":184.383529663086,"y":1482.29541015625,"width":1029.67333984375,"height":321.9091796875},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,43.0]],"size":{"x":1040.0,"y":330.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1268":{"type":"FRAME","id":"47:1268","name":"Frame 14","absoluteBoundingBox":{"x":2312.0,"y":5652.4033203125,"width":295.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":5652.4033203125,"width":295.0,"height":29.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":295.0,"y":29.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"HORIZONTAL","counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","primaryAxisSizingMode":"FIXED","children":["47:1269"]},"21:1841":{"type":"TEXT","id":"21:1841","name":"Qualitative Analysis","absoluteBoundingBox":{"x":1408.0,"y":2717.0,"width":1280.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":1408.0,"y":2717.0,"width":1280.0,"height":24.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1280.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Qualitative Analysis","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1380":{"type":"TEXT","id":"47:1380","name":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale. Manual rework loops resulted in poor traceability and limited audit visibility. High-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","absoluteBoundingBox":{"x":544.0,"y":5204.708984375,"width":320.0,"height":220.0},"isolatedAbsoluteRenderBounds":{"x":554.6875,"y":5209.208984375,"width":307.799072265625,"height":215.181640625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,38.0]],"size":{"x":320.0,"y":220.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Some documents required multiple annotator–reviewer cycles, with no structured way to capture review history or rationale.\nManual rework loops resulted in poor traceability and limited audit visibility.\nHigh-risk cases triggered slower, more cautious behaviour and increased manual scrutiny.","lineIndentations":[1,1,1],"lineTypes":["UNORDERED","UNORDERED","UNORDERED"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":null,"fontStyle":"Regular","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"48:2874":{"type":"TEXT","id":"48:2874","name":"Trade-offs Negotiated with Stakeholders","absoluteBoundingBox":{"x":184.0,"y":13559.5791015625,"width":1040.0,"height":24.0},"isolatedAbsoluteRenderBounds":{"x":184.710220336914,"y":13563.203125,"width":394.5771484375,"height":19.6943359375},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":24.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Trade-offs Negotiated with Stakeholders","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":20.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.1,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":24.2045440673828,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"20:1369":{"type":"TEXT","id":"20:1369","name":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander. This was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points. Working closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","absoluteBoundingBox":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"isolatedAbsoluteRenderBounds":{"x":1752.0,"y":949.0,"width":304.0,"height":1624.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":1624.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"OUTSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"I was hired by FinTrU to lead the design function, managing a team of three to four product designers and two UX researchers. My remit was to define design strategy, set quality standards, and guide the team in delivering software solutions to improve the operational efficiency of FinTrU’s KYC services for major banking clients including Morgan Stanley, RBC, and Santander.\n\nThis was a 0–1 product initiative focused on transforming highly manual compliance operations into scalable software-supported workflows. We began by deeply studying how service teams processed KYC documentation manually, conducting detailed workflow analysis and mapping complex end-to-end journey maps to uncover inefficiencies and decision points.\n\nWorking closely with product, engineering, and data science teams, we translated these insights into software-driven workflows that incrementally enhanced operations and later incorporated AI models to assist with document classification, data extraction, and validation. Through an iterative, research-led approach, we designed a platform that improved productivity while preserving the accuracy, transparency, and regulatory control required in highly regulated banking environments.","lineIndentations":[0,0,0,0,0],"lineTypes":["NONE","NONE","NONE","NONE","NONE"],"listStartOffsets":[],"lineStyleOverrides":[0,0,0,0,0],"lineTextDirections":null,"style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textAutoResize":"NONE","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"47:1106":{"type":"FRAME","id":"47:1106","name":"Frame 28","absoluteBoundingBox":{"x":1941.33325195312,"y":4095.12866210938,"width":186.666656494141,"height":434.0},"isolatedAbsoluteRenderBounds":{"x":1941.33325195312,"y":4095.12866210938,"width":186.666748046875,"height":434.000244140625},"relativeTransform":[[1.0,0.0,453.333312988281],[0.0,1.0,0.0]],"size":{"x":186.666656494141,"y":434.0},"fills":[],"strokeAlign":"INSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:1107","47:1108"]},"18:535":{"type":"FRAME","id":"18:535","name":"Frame 5","absoluteBoundingBox":{"x":64.0,"y":900.0,"width":1280.0,"height":534.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":900.0,"width":1280.0,"height":534.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,116.0]],"size":{"x":1280.0,"y":534.0},"fills":[{"blendMode":"NORMAL","type":"GRADIENT_LINEAR","transform":[[-1.0,0.0,1.0],[0.0,-1.0,0.999999940395355]],"gradientStops":[{"color":{"r":0.61176472902298,"g":0.278431385755539,"b":0.627451002597809,"a":1.0},"position":0.0},{"color":{"r":0.113725490868092,"g":0.439215689897537,"b":0.713725507259369,"a":1.0},"position":1.0}],"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingTop":80.0,"paddingRight":160.0,"paddingBottom":80.0,"paddingLeft":160.0,"layoutMode":"VERTICAL","itemSpacing":24.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["18:536","18:539","18:540","18:541"]},"46:539":{"type":"TEXT","id":"46:539","name":"Reflection & Learnings","absoluteBoundingBox":{"x":184.0,"y":13706.5791015625,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":185.517044067383,"y":13711.126953125,"width":258.797485351562,"height":23.6337890625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Reflection & Learnings","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"36:392":{"type":"RECTANGLE","id":"36:392","name":"Rectangle 3","absoluteBoundingBox":{"x":2392.0,"y":3999.708984375,"width":277.333343505859,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3999.708984375,"width":277.333251953125,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,163.0]],"size":{"x":277.333343505859,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:1786":{"type":"RECTANGLE","id":"47:1786","name":"Rectangle 4","absoluteBoundingBox":{"x":1488.0,"y":9072.09765625,"width":170.66667175293,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":9072.09765625,"width":170.666625976562,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,212.0]],"size":{"x":170.66667175293,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"19:1056":{"type":"FRAME","id":"19:1056","name":"Frame 17","absoluteBoundingBox":{"x":1568.0,"y":1119.0,"width":1.0,"height":145.0},"isolatedAbsoluteRenderBounds":{"x":1089.18176269531,"y":1119.0,"width":929.240966796875,"height":145.0},"relativeTransform":[[1.0,0.0,160.0],[0.0,1.0,309.0]],"size":{"x":1.0,"y":145.0},"fills":[],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","counterAxisSizingMode":"FIXED","children":["11:170","18:444"]},"47:819":{"type":"TEXT","id":"47:819","name":"Understanding the problem space","absoluteBoundingBox":{"x":2392.0,"y":2001.0,"width":1040.0,"height":29.0},"isolatedAbsoluteRenderBounds":{"x":2393.51708984375,"y":2005.54833984375,"width":393.14990234375,"height":23.6334228515625},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":1040.0,"y":29.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.0,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutGrow":1.0,"strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"Understanding the problem space","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Bold","fontStyle":"Bold","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":24.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.12,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":29.0454540252686,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}},"11:13":{"type":"FRAME","id":"11:13","name":"Frame 1","absoluteBoundingBox":{"x":64.0,"y":340.0,"width":1280.0,"height":195.0},"isolatedAbsoluteRenderBounds":{"x":64.0,"y":340.0,"width":1280.0,"height":195.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,240.0]],"size":{"x":1280.0,"y":195.0},"fills":[],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"paddingRight":120.0,"paddingLeft":120.0,"layoutMode":"VERTICAL","itemSpacing":60.0,"primaryAxisAlignItems":"CENTER","counterAxisSizingMode":"FIXED","children":["15:355","15:336"]},"47:2144":{"type":"RECTANGLE","id":"47:2144","name":"Rectangle 7","absoluteBoundingBox":{"x":2312.0,"y":13143.068359375,"width":295.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2312.0,"y":13143.068359375,"width":295.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,627.0]],"size":{"x":295.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"47:2278":{"type":"FRAME","id":"47:2278","name":"Frame 290675","absoluteBoundingBox":{"x":1488.0,"y":11960.763671875,"width":640.0,"height":798.728210449219},"isolatedAbsoluteRenderBounds":{"x":1488.0,"y":11960.763671875,"width":640.0,"height":798.728210449219},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,2252.66650390625]],"size":{"x":640.0,"y":798.728210449219},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["47:2279","47:2280"]},"46:596":{"type":"FRAME","id":"46:596","name":"Frame 27","absoluteBoundingBox":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"isolatedAbsoluteRenderBounds":{"x":2392.0,"y":3377.634765625,"width":960.0,"height":126.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":960.0,"y":126.0},"fills":[],"visible":false,"strokeAlign":"INSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"layoutMode":"VERTICAL","itemSpacing":14.0,"counterAxisSizingMode":"FIXED","children":["46:597","46:598"]},"36:1190":{"type":"FRAME","id":"36:1190","name":"Frame 290663","absoluteBoundingBox":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"isolatedAbsoluteRenderBounds":{"x":1528.0,"y":4063.708984375,"width":84.0,"height":23.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":84.0,"y":23.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":0.800000011920929,"b":0.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[2.0,2.0,2.0,2.0],"cornerRadius":2.0,"paddingRight":12.0,"paddingLeft":12.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["36:1191"]},"47:2368":{"type":"FRAME","id":"47:2368","name":"Frame 3","absoluteBoundingBox":{"x":2806.0,"y":10146.783203125,"width":187.0,"height":42.0},"isolatedAbsoluteRenderBounds":{"x":2806.0,"y":10146.783203125,"width":187.0,"height":42.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,164.0]],"size":{"x":187.0,"y":42.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.0,"g":0.321568638086319,"b":0.800000011920929,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"rectangleCornerRadii":[4.0,4.0,4.0,4.0],"cornerRadius":4.0,"paddingTop":12.0,"paddingRight":16.0,"paddingBottom":12.0,"paddingLeft":16.0,"layoutMode":"HORIZONTAL","itemSpacing":10.0,"counterAxisAlignItems":"CENTER","primaryAxisAlignItems":"CENTER","children":["47:2369"]},"20:1428":{"type":"RECTANGLE","id":"20:1428","name":"Rectangle 5","absoluteBoundingBox":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"isolatedAbsoluteRenderBounds":{"x":2616.0,"y":918.0,"width":304.0,"height":4.0},"relativeTransform":[[1.0,0.0,0.0],[0.0,1.0,0.0]],"size":{"x":304.0,"y":4.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":0.909803926944733,"g":0.921568632125854,"b":0.933333337306976,"a":1.0},"visible":true,"opacity":1.0}],"visible":false,"strokeAlign":"INSIDE","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[]},"18:432":{"type":"TEXT","id":"18:432","name":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","absoluteBoundingBox":{"x":304.0,"y":1203.0,"width":800.0,"height":88.0},"isolatedAbsoluteRenderBounds":{"x":304.824584960938,"y":1207.29541015625,"width":782.552734375,"height":83.5909423828125},"relativeTransform":[[1.0,0.0,120.0],[0.0,1.0,399.0]],"size":{"x":800.0,"y":88.0},"fills":[{"blendMode":"NORMAL","type":"SOLID","color":{"r":1.0,"g":1.0,"b":1.0,"a":1.0},"visible":true,"opacity":1.0}],"strokeAlign":"OUTSIDE","layoutAlign":"STRETCH","strokes":[],"effects":[],"accessibleHTMLTag":"AUTO","isDecorativeImage":false,"ariaAttributes":{},"interactions":[],"characterStyleOverrides":[],"characters":"FinTrU’s KYC annotation platform supports high-volume document processing for regulatory compliance. The platform evolved from fully manual annotation workflows to AI-assisted, human-in-the-loop processing where machine learning models now perform classification and much of the initial extraction, with analysts validating and correcting outputs.","lineIndentations":[0],"lineTypes":["NONE"],"listStartOffsets":[],"lineStyleOverrides":[0],"lineTextDirections":null,"textAutoResize":"HEIGHT","style":{"fontFamily":"Inter","fontPostScriptName":"Inter-Medium","fontStyle":"Medium","textAutoResize":"HEIGHT","fontVariantPosition":"NORMAL","fontSize":18.0,"textAlignHorizontal":"LEFT","textAlignVertical":"TOP","letterSpacing":-0.09,"letterSpacingValue":-0.5,"letterSpacingUnit":"PERCENT","lineHeightPx":21.7840900421143,"lineHeightPercent":100.0,"lineHeightUnit":"INTRINSIC_%","paragraphSpacing":0,"paragraphIndent":0,"listSpacing":0,"italic":false,"textCase":"ORIGINAL","textDecoration":"NONE","textDecorationSkipInk":false,"textDecorationStyle":"solid","textTruncation":"DISABLED","lineHeightPercentFontSize":100},"styleOverrideTable":{}}},"assetIdToGuid":{"VariableCollectionId:890a28542d9f3e14a27a168b0e7fc05a9c8de425/4005:51":"36:1240","VariableID:14e8b415b84b6300567da12933dff58b872d19b4/4039:190":"36:1241"},"guidToUrl":{"0:3":"/","31:37":"/page"},"fonts":{"Inter:Bold":{"id":"Inter_1","url":"/_woff/v2/Inter_1/Inter_1.woff2","source":1,"italic":false,"weight":700,"variationAxes":[{"tag":"wght","value":700.0,"name":"Weight"},{"tag":"slnt","value":0.0,"name":"Slant"}],"subsets":{"baseUrl":"/_woff/v2/Inter_1/","subsetMappings":[{"unicodeRange":"U+0000-00A0,U+00A2-00A9,U+00AC-00AE,U+00B0-00B7,U+00B9-00BA,U+00BC-00BE,U+00D7,U+00F7,U+2000-206F,U+2074,U+20AC,U+2122,U+2190-21BB,U+2212,U+2215,U+F8FF,U+FEFF,U+FFFD","file":"Inter_1-english.woff2"},{"unicodeRange":"U+00A1,U+00AA-00AB,U+00AF,U+00B8,U+00BB,U+00BF-00D6,U+00D8-00F6,U+00F8-00FF,U+0131,U+0152-0153,U+02B0-02FF","file":"Inter_1-rest-latin.woff2"},{"unicodeRange":"U+0100-0130,U+0132-0151,U+0154-017F","file":"Inter_1-latin-extended-a.woff2"},{"unicodeRange":"U+0180-024F","file":"Inter_1-latin-extended-b.woff2"},{"unicodeRange":"U+1E00-1EFF","file":"Inter_1-latin-extended-additional.woff2"},{"unicodeRange":"U+0250-02AF,U+0300-1DFF,U+1F00-1FFF,U+2070-2073,U+2075-20AB,U+20AD-2121,U+2123-218F,U+21BC-2211,U+2213-2214,U+2216-F8FE,U+F900-FEFE,U+FF00-FFFC,U+FFFE-FFFF","file":"Inter_1-rest.woff2"}]}},"Inter:Semi Bold":{"id":"Inter_1","url":"/_woff/v2/Inter_1/Inter_1.woff2","source":1,"italic":false,"weight":600,"variationAxes":[{"tag":"wght","value":600.0,"name":"Weight"},{"tag":"slnt","value":0.0,"name":"Slant"}],"subsets":{"baseUrl":"/_woff/v2/Inter_1/","subsetMappings":[{"unicodeRange":"U+0000-00A0,U+00A2-00A9,U+00AC-00AE,U+00B0-00B7,U+00B9-00BA,U+00BC-00BE,U+00D7,U+00F7,U+2000-206F,U+2074,U+20AC,U+2122,U+2190-21BB,U+2212,U+2215,U+F8FF,U+FEFF,U+FFFD","file":"Inter_1-english.woff2"},{"unicodeRange":"U+00A1,U+00AA-00AB,U+00AF,U+00B8,U+00BB,U+00BF-00D6,U+00D8-00F6,U+00F8-00FF,U+0131,U+0152-0153,U+02B0-02FF","file":"Inter_1-rest-latin.woff2"},{"unicodeRange":"U+0100-0130,U+0132-0151,U+0154-017F","file":"Inter_1-latin-extended-a.woff2"},{"unicodeRange":"U+0180-024F","file":"Inter_1-latin-extended-b.woff2"},{"unicodeRange":"U+1E00-1EFF","file":"Inter_1-latin-extended-additional.woff2"},{"unicodeRange":"U+0250-02AF,U+0300-1DFF,U+1F00-1FFF,U+2070-2073,U+2075-20AB,U+20AD-2121,U+2123-218F,U+21BC-2211,U+2213-2214,U+2216-F8FE,U+F900-FEFE,U+FF00-FFFC,U+FFFE-FFFF","file":"Inter_1-rest.woff2"}]}},"Inter:Regular":{"id":"Inter_1","url":"/_woff/v2/Inter_1/Inter_1.woff2","source":1,"italic":false,"weight":400,"variationAxes":[{"tag":"wght","value":400.0,"name":"Weight"},{"tag":"slnt","value":0.0,"name":"Slant"}],"subsets":{"baseUrl":"/_woff/v2/Inter_1/","subsetMappings":[{"unicodeRange":"U+0000-00A0,U+00A2-00A9,U+00AC-00AE,U+00B0-00B7,U+00B9-00BA,U+00BC-00BE,U+00D7,U+00F7,U+2000-206F,U+2074,U+20AC,U+2122,U+2190-21BB,U+2212,U+2215,U+F8FF,U+FEFF,U+FFFD","file":"Inter_1-english.woff2"},{"unicodeRange":"U+00A1,U+00AA-00AB,U+00AF,U+00B8,U+00BB,U+00BF-00D6,U+00D8-00F6,U+00F8-00FF,U+0131,U+0152-0153,U+02B0-02FF","file":"Inter_1-rest-latin.woff2"},{"unicodeRange":"U+0100-0130,U+0132-0151,U+0154-017F","file":"Inter_1-latin-extended-a.woff2"},{"unicodeRange":"U+0180-024F","file":"Inter_1-latin-extended-b.woff2"},{"unicodeRange":"U+1E00-1EFF","file":"Inter_1-latin-extended-additional.woff2"},{"unicodeRange":"U+0250-02AF,U+0300-1DFF,U+1F00-1FFF,U+2070-2073,U+2075-20AB,U+20AD-2121,U+2123-218F,U+21BC-2211,U+2213-2214,U+2216-F8FE,U+F900-FEFE,U+FF00-FFFC,U+FFFE-FFFF","file":"Inter_1-rest.woff2"}]}},"Inter:Medium":{"id":"Inter_1","url":"/_woff/v2/Inter_1/Inter_1.woff2","source":1,"italic":false,"weight":500,"variationAxes":[{"tag":"wght","value":500.0,"name":"Weight"},{"tag":"slnt","value":0.0,"name":"Slant"}],"subsets":{"baseUrl":"/_woff/v2/Inter_1/","subsetMappings":[{"unicodeRange":"U+0000-00A0,U+00A2-00A9,U+00AC-00AE,U+00B0-00B7,U+00B9-00BA,U+00BC-00BE,U+00D7,U+00F7,U+2000-206F,U+2074,U+20AC,U+2122,U+2190-21BB,U+2212,U+2215,U+F8FF,U+FEFF,U+FFFD","file":"Inter_1-english.woff2"},{"unicodeRange":"U+00A1,U+00AA-00AB,U+00AF,U+00B8,U+00BB,U+00BF-00D6,U+00D8-00F6,U+00F8-00FF,U+0131,U+0152-0153,U+02B0-02FF","file":"Inter_1-rest-latin.woff2"},{"unicodeRange":"U+0100-0130,U+0132-0151,U+0154-017F","file":"Inter_1-latin-extended-a.woff2"},{"unicodeRange":"U+0180-024F","file":"Inter_1-latin-extended-b.woff2"},{"unicodeRange":"U+1E00-1EFF","file":"Inter_1-latin-extended-additional.woff2"},{"unicodeRange":"U+0250-02AF,U+0300-1DFF,U+1F00-1FFF,U+2070-2073,U+2075-20AB,U+20AD-2121,U+2123-218F,U+21BC-2211,U+2213-2214,U+2216-F8FE,U+F900-FEFE,U+FF00-FFFC,U+FFFE-FFFF","file":"Inter_1-rest.woff2"}]}}},"assets":{"b3a8c61cdfdf154f88f15471b6488a9db39cea2b":{"type":"PAINT_ASSET","url":"b3a8c61cdfdf154f88f15471b6488a9db39cea2b.png","size":{"x":2272.0,"y":1786.0}},"9e38de38edf6665cdc01be582d843d466e8ff09e":{"type":"PAINT_ASSET","url":"9e38de38edf6665cdc01be582d843d466e8ff09e.png","size":{"x":2862.0,"y":2588.0}},"d8cb381f6024b6d977403805be0785c03e1b3a0c":{"type":"PAINT_ASSET","url":"d8cb381f6024b6d977403805be0785c03e1b3a0c.png","size":{"x":2880.0,"y":2000.0}},"46436d952287731711a976d121d329d194d3d507":{"type":"PAINT_ASSET","url":"46436d952287731711a976d121d329d194d3d507.png","size":{"x":2272.0,"y":2325.0}},"f815836b6bbfe9c6aeed80688d3f6adccf7ab944":{"type":"PAINT_ASSET","url":"f815836b6bbfe9c6aeed80688d3f6adccf7ab944.png","size":{"x":2880.0,"y":2384.0}},"11c962ac680389a29f9c8eea86c5c2206d3ae098":{"type":"PAINT_ASSET","url":"11c962ac680389a29f9c8eea86c5c2206d3ae098.png","size":{"x":4096.0,"y":3411.0}},"19ba6108175d8f24b31344b891b4a715a35fbf7f":{"type":"PAINT_ASSET","url":"19ba6108175d8f24b31344b891b4a715a35fbf7f.png","size":{"x":1446.0,"y":983.0}},"2b411f1ae77ac67b5709cca5eb0cd41cb6bbe5a4":{"type":"GENERATED_ASSET","url":"2b411f1ae77ac67b5709cca5eb0cd41cb6bbe5a4.svg","size":{"x":167.648941040039,"y":60.0},"offsets":{"left":{"value":0.0,"unit":"PERCENT"},"right":{"value":0.0,"unit":"PERCENT"},"top":{"value":0.0,"unit":"PERCENT"},"bottom":{"value":0.0,"unit":"PERCENT"}},"format":"SVG"},"04fd765de120362f857b04294f1e981b04ca9fc3":{"type":"PAINT_ASSET","url":"04fd765de120362f857b04294f1e981b04ca9fc3.png","size":{"x":2880.0,"y":1960.0}},"f1e8202037142b5b784d646dc8fff2ee853b07b0":{"type":"PAINT_ASSET","url":"f1e8202037142b5b784d646dc8fff2ee853b07b0.png","size":{"x":2880.0,"y":1844.0}},"dbcab49623080540b9bbdbd22506293a85310262":{"type":"GENERATED_ASSET","url":"dbcab49623080540b9bbdbd22506293a85310262.svg","size":{"x":112.0,"y":40.0},"offsets":{"left":{"value":0.0,"unit":"PERCENT"},"right":{"value":0.0,"unit":"PERCENT"},"top":{"value":0.0,"unit":"PERCENT"},"bottom":{"value":0.0,"unit":"PERCENT"}},"format":"SVG"}},"stablePathToAssetInfo":{"18:633":{"hash":"2b411f1ae77ac67b5709cca5eb0cd41cb6bbe5a4"},"I18:672;838:1671":{"hash":"2b411f1ae77ac67b5709cca5eb0cd41cb6bbe5a4"},"I18:670;838:1671":{"hash":"2b411f1ae77ac67b5709cca5eb0cd41cb6bbe5a4"},"I18:668;838:1671":{"hash":"dbcab49623080540b9bbdbd22506293a85310262"}},"animateRootIds":[],"siteSettings":{"scalingMode":"REFLOW","blockSearchIndexing":true,"labs":{"E5FBBA911B2B7A09E649D4BE6CDF8591EAEFC881":false},"title":"Vinatha's Portfolio"},"sourceCodeHash":""}