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AI Product Design · UX Research
AI Evidence Checker Redesign
Two AI layers gave the tool enough context to tell users what to fix, not just that something was wrong.
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Four years of experience turning complex workflows into something people can actually use under pressure.
Two AI layers gave the tool enough context to tell users what to fix, not just that something was wrong.
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Compliance customers were tracking assets in spreadsheets outside the product. I built an inventory tool inside the app that used their existing integrations to generate it automatically, cutting audit labor 60 percent on average.
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A dense, error-prone allocation view was quietly costing teams project delays. I redesigned it into a system resource and project managers could actually act on, solo, in two months.
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