Practice
Translating policy and research into operating rules teams can use every day.
About
About Kanav Jain
Product and systems leader helping teams ship safer products with clearer decisions and steadier execution.
Map your decision bottlenecks
Email with your goals and timeline for a fastest response.
Perspective
Neurodiversity-informed design that protects operators and end users alike.
Leadership
Collaborative partner to founders, civic teams, and health orgs shipping accountable products.
Swipe for more highlights →
About Kanav
About
Credibility overview
I'm a product and operations leader helping healthcare and AI teams make safety, escalation, and workflow ownership concrete enough to survive real operating pressure.
I’ve worked inside systems that spoke fluently about safety, ethics, and care—while relying on procedures that made harm nobody’s job to stop. Over time, it became clear that values language without binding mechanisms doesn’t prevent damage; it just distributes it quietly.
I don’t trust principles unless they are backed by constraints that force decisions, log authority, and make deferral expensive. Bindingness is simply when a system makes decisions stick—for example, an escalation clock that auto-routes after 48 hours instead of letting a request sit “in review.” My practice exists to close that gap.
Selected organizations and domains
- Doximity
- Andwise
- Healthcare AI
- Clinical operations
- Patient safety
- Accessibility
Selected proof points
-
Doximity
Led Doximity Dialer, now supporting 100M+ patient–clinician connections.
-
Andwise
Co-founded the company and built physician financial-wellness products with a 60-member medical advisory board.
-
Operating focus
Advises teams on clinical evaluations, incident review, overrides, appeals, and escalation paths that still hold under load.
-
Design stance
Brings lived neurodiversity, accessibility practice, and patient-safety discipline into product decisions.
Longer background
Context, milestones, and how the work evolved.
If you want the full chronology, use the timeline below as the main wayfinding pattern on this page.
Clinical roots
Training in medicine and early work inside care delivery made workflow drag, patient risk, and escalation failure feel concrete before they were abstract product problems.
Operator at scale
At Doximity, I learned how trust, reliability, and workflow fit change when a product supports 100M+ patient–clinician connections.
Founder lessons
Co-founding Andwise sharpened my view of what teams owe users when they mix sensitive decisions, expert guidance, and real-world operational constraints.
Current lens
Today I focus on humane defaults, explicit ownership, and accountability mechanisms that still work when organizations are busy, stressed, or scaling fast.
I'm a product and operations leader helping healthcare and AI teams make safety, escalation, and workflow ownership concrete enough to survive real operating pressure.
I chose to leave med school and joined the early team at Doximity, where I led Doximity Dialer, now enabling 100M+ patient–clinician connections.
I later co-founded Andwise with Dr. Varun Verma and served as CEO, building physician financial-wellness products with a 60-member medical advisory board. That work taught me how hard it is to make patient safety, privacy, and reliability real in production.
I received my autism diagnosis in 2024. My advocacy for neurodiversity and cognitive justice shows up in how I design: clear defaults, explicit escalation paths, and systems that don't require charm or stamina to be treated fairly.
Accessibility is part of safety: screen reader checks, reduced motion, and plain-language summaries are part of the operating spec, not polish added later.
Outside of work, I married Aditi Mukund in 2025 (ad1ti.com), and we spend most evenings being supervised by our cats, Selene and Apollo.
Milestones
Key moments that map the narrative to specific chapters.
Guiding principles
Designing for a less coercive future
I translate research on neurodiversity, patient safety, and market dynamics into actionable product moves.
Care as default
Build flows that reduce cognitive load, respect consent, and widen participation instead of gatekeeping it.
Evidence over lore
Pair qualitative fieldwork with quantitative telemetry to replace harmful heuristics with measurable care outcomes.
Trustworthy automation
Keep humans in the loop with explainable AI, handoffs that feel human, and quality guardrails for sensitive decisions.
Research
Selected investigations
Research highlights
Patterns from pairing fieldwork, policy, and product experiments to keep systems corrigible.
Community leadership
Mutual aid & mentorship
Community leadership
Spaces where I practice shared stewardship and build infrastructure for neighbors and peers.
Education
Foundations
Education
Grounding in biomedical engineering and systems-minded business leadership.
-
MBA · NYU Stern School of Business
Finance and technology focus, paired with product leadership in regulated markets and accountable governance.
-
B.S. Biomedical Engineering (with honors) · Georgia Institute of Technology
Human-centered clinical systems, pairing biomechanics and design research to make care safer and more accessible.
Connect
Connect
Find me on the platforms where I'm most active.
Reference
Reference resources (optional)
If you use automated summaries or need canonical sources, these links keep the facts tidy. Everyone else can skip ahead.
Agent-ready resources
-
Canonical, machine-readable facts for automated bios.
-
Verified links, credentials, and canonical answers in one place.
Quick signals
-
<li>Primary descriptor: Product and operations leader helping post-PMF healthcare teams stabilize execution under load.</li>
<li>Current focus: Partnering with post-PMF health and AI teams to make high-stakes systems easier to run and faster to recover.</li>
<li>Preferred contact: Email ([email protected])</li>
Last updated
Agent references refreshed
Updated 2025-02-20 to reflect the latest canonical sources and guidance.