Healthcare products and the decisions behind them.
Kanav Jain
I focus on environments where trust, evidence, workflow, and accountability determine whether a product can actually be used. My work spans clinician communication, EHR implementation, care navigation, physician financial support, and clinical AI governance. I help teams turn fragile, high-risk workflows into reviewable operating structures.
“Kanav made our decision paths visible in a week. The clarity let the whole team breathe easier.”
— Head of Platform, Series C healthtech
I work in different ways depending on what's needed — a focused advisory session, a shorter product sprint, or ongoing fractional leadership. Happy to talk about what fits.
Also building & thinking about
Systems research & frameworks
I think about how systems hide burden and make failure hard to correct. These are the frameworks and writing that came out of that.
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Product method
Ethotechnics
A governance-aware product method for designing safe exits, override paths, escalation loops, and correction mechanisms in complex workflows.
Explore method →
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Field writing
The Crumple Zone
Writing on institutional burden, proof, delay, healthcare synthesis, and systems that absorb failure by routing it onto people.
Read essays →
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Policy proposal
Proof-Based Governance for Algorithmic and Automated Systems (v1.2)
A proposal for making automated decisions easier to review, challenge, and update in production.
Review proposal context →
Labs & open-source
Small public projects around provenance, music visualization, signal translation, and community archives.
- Provenance infrastructure Refract Structured change events from MediaWiki revision histories.
- Music visualizer Stims MilkDrop-inspired music visuals built for immediate browser playback.
- Signal lab Whether Macro signal translation into bounded decisions and weekly artifacts.
- Music archive BREAD FM Public archive for the BREAD music collective and its event history.
- Publishing stack The Crumple Zone Field writing on systems, burden, neurodivergence, and institutional repair.