Product leader, founder, and systems researcher. Built at scale in healthcare.
Kanav Jain
Founding product lead for Doximity Dialer (300K clinicians, 100M+ patient connections). Co-founder and CEO of Andwise. Product director at Epic, Transcarent, and City of Hope. Evaluates clinical AI safety for health plans and investors through <a href="https://ethotechnics.com">Ethotechnics Studio</a>.
“Kanav made our decision paths visible in a week. The clarity let the whole team breathe easier.”
— Head of Platform, Series C healthtech
How I work: Advisory sessions · Portfolio support · Fractional product leadership
Pick the format that fits your problem.
By the numbers
300K clinicians. 100M+ patient connections. 4 care divisions at Transcarent. A 60-member medical advisory board. The method at every scale: map where things stall, name the owner, ship the fix.
Building now
NextConsensus
NextConsensus helps coverage, formulary, and market-access teams review disputed healthcare claims before decisions lock in. Each brief focuses on one claim, one decision window, and the source-backed reasons to challenge, defend, or re-review.
Active venture
Whether
A lab for turning macro signals into practical operating posture: what to tighten, what to loosen, and what would change the call.
Concept & technical scoping
Systems research & frameworks
Frameworks for building systems teams can diagnose and repair — from Ethotechnics to production policy design. Most systems break because the burden falls on the people who can't change them.
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Systems framework
Ethotechnics
The underlying method for mapping burden and failure transfer after the practical problem is clear.
Explore framework →
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Field writing
The Crumple Zone
Essays and operator notes on system behavior, escalation design, and how teams notice failure early enough to act.
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 inspect, challenge, and correct in production.
Review proposal context →
Labs & open-source
Small, inspectable 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.