Writing

Notes from the work—and the questions around it.

Healthcare product management, practical AI systems, project ideas, and explorations. Written to understand them better and invite a wider conversation.

AI systems

5 min

AI is more useful as a system than a tool

What changes when AI becomes part of the way a team thinks, builds, and learns—not just a faster way to finish tasks.

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Healthcare

6 min

Healthcare products should start with context

Why the lived experience around a care journey matters as much as the workflow we are trying to improve.

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Explorations

4 min

Small experiments reveal real opportunities

A working theory for turning curiosity into prototypes, and prototypes into better questions.

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