Product leadership in healthcare and finance.

Kanav Jain

Building trustworthy systems for regulated teams.

I design safety rails that keep AI accountable so people stay in control in high-stakes settings.

After leaving med school, I watched clinicians lose hours to brittle software and promised to build systems that return time and trust. I lead product teams through regulated environments with clarity, accountability, and user trust at the center.

Portrait of Kanav Jain

The Proof

Portfolio

A quick scan of the teams and outcomes I have led.

Doximity

Scaling clinical communication.

Transcarent

Consumer-directed health experiences.

Andwise

Financial immunization for doctors.

Methodology

How I Think

The research practice behind my product decisions.

My product work is grounded in Ethotechnics—research on reducing administrative burden and designing sustainable systems.

The principles below define how I evaluate risk, design guardrails, and support teams.

  • Stoppability
  • Burden Reduction
  • Accountability

Ethotechnics

Methodology Lander

Enter the Bridge →

Full-Stack Context

Full-Stack Context.

Three lenses that connect my engineering roots to product and systems leadership.

The Engineer

Focus: The Code

I started in bioengineering, learning how constraints shape behavior.

The Founder

Focus: The Product

I build tools that remove friction for users at Doximity and Andwise.

The Theorist

Focus: The System

I research how institutions can respect human time.

Writing

Writing

Essays, notes, and audits on building trustworthy systems.

Preview image for We're On It! The Age of Abundant Acknowledgement

ESSAY

Published Jan 2026

We're On It! The Age of Abundant Acknowledgement

Across healthcare, bureaucracy, and customer service, systems increasingly avoid decisions while appearing responsive. This essay argues that modern governance operates by distributing exhaustion rather than delivering outcomes.

Read We're On It! The Age of Abundant Acknowledgement

Quick details

We're On It! The Age of Abundant Acknowledgement

Across healthcare, bureaucracy, and customer service, systems increasingly avoid decisions while appearing responsive. This essay argues that modern governance operates by distributing exhaustion rather than delivering outcomes.

ESSAY · Jan 2026

Preview image for Pending: The political economy of waiting

ESSAY

Published Dec 2025

Pending: The political economy of waiting

The loading screen is a weapon. "Pending" is a governing strategy of attrition designed to make you carry the weight of the process until you give up.

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Pending: The political economy of waiting

The loading screen is a weapon. "Pending" is a governing strategy of attrition designed to make you carry the weight of the process until you give up.

ESSAY · Dec 2025

Preview image for Credibility/standing as an access-control system

ESSAY

Published Dec 2025

Credibility/standing as an access-control system

We keep describing our institutional crisis as one of 'belief' or 'truth.' But in practice, the bottleneck is 'standing.' An essay on why 'we hear you' is a trap, and how to distinguish between providing input and triggering obligation."

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Quick details

Credibility/standing as an access-control system

We keep describing our institutional crisis as one of 'belief' or 'truth.' But in practice, the bottleneck is 'standing.' An essay on why 'we hear you' is a trap, and how to distinguish between providing input and triggering obligation."

ESSAY · Dec 2025