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AI · Human-in-the-loop · Explainability
Agentic AI
Domain
AI · Life Sciences
Core challenge
Insight writing dominated analytical effort, but AI output cannot be published without human understanding and accountability.
Role
Product Designer — AI UX, workflow and interaction design
Key contribution
A human-in-the-loop agent workflow with evidence, editability, approval and exception handling.
Impact
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— ~5 days/market existing process, ~60–70% effort on insight writing
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— ~4 hours target for the redesigned AI-assisted workflow
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