Writing

Writing

Guides and essays on deploying AI in healthcare, patient access, and product leadership.

Guides

Healthcare Product Leadership: Building Products That Belong in Care

My front door to product leadership in healthcare. Why leading products here is different, and how I run discovery, roadmaps, teams, and metrics when the stakes are clinical.

Healthcare Data: The Foundation Under Every AI and Product Decision

My front door to healthcare data. Why the foundation decides whether your analytics, your AI, and your product actually work, and how I would build it.

AI-First Patient Access

Patient access is where healthcare is won or lost. A field guide to the front door: the funnel, the four levers, the metrics that matter, and where AI actually earns its place.

Deploying AI in Healthcare: From Pilot to Production Without the Hype

A practical, evidence-first guide to moving healthcare AI from promising pilots into dependable clinical workflows.

Writing · 5 min read

The FDA Is Coming for Generative AI: What Validated Will Mean

The FDA released a discussion paper on generative AI devices. It quietly ends the era of regulating AI as a locked box, and it changes what validated means.

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Nutrition Labels for Clinical AI: Principles for Buying and Building Trust

Writing · 5 min read

Ask and Verify: The Continuously Learning Health System

Writing · 5 min read

Interoperability Quietly Became Real: TEFCA, FHIR, and Agentic Healthcare

Writing · 5 min read

Your Access Conversations Are a Dataset (Start Using Them)

Writing · 5 min read

The Multi-Agent Turf War and Why Healthcare Needs an Orchestrator

Writing · 5 min read

What the H1 2026 Funding Data Says About Your Roadmap

Writing · 5 min read

Reimbursement Is the Real Product Strategy for Clinical AI

Writing · 5 min read

The Shadow Medical System Is the New Front Door

Writing · 5 min read

Chat With the Chart: EHR Q&A Clinicians Can Trust

Writing · 5 min read

Clinician Pushback on AI Is a Product Signal

Writing · 5 min read

Phenotype Definitions Are the Smallest Unit of Trustworthy Data

Writing · 5 min read

What AI Agents Change About the PM Craft, and What They Do Not

Writing · 5 min read

As Consolidators Automate the Back Office, What Should You Build?

Writing · 5 min read

AI Is Everywhere in Health Systems. Access Is Still Broken.

Writing · 5 min read

When the EHR Moves Into the Access Layer

Writing · 5 min read

The Phone-Call Tax: Why Making Patients Call Is Costing You

Writing · 5 min read

Co-Clinician Is the Right Word. Here Is What It Demands.

Writing · 5 min read

Agentic AI Is Coming to Medicine. Cage It Where It Counts.

Writing · 5 min read

A Playbook for Monitoring Ambient AI After Go-Live

Writing · 5 min read

What a Real Outcome Study of Clinical AI Looks Like

Writing · 5 min read

Clinical AI Regulation Is Being Written in Rooms You Are Not In

Writing · 5 min read

Build On the Platform, or Build Your Own? Healthcare Roadmaps in the Agent Era

Writing · 5 min read

Never a Meat Proxy: Human-in-the-Loop Discipline for Clinical AI

Writing · 5 min read

Guardrails That Do Not Block the Doctor

Writing · 5 min read

State Machines or Agents? Choosing Control for Clinical Workflows

Writing · 5 min read

Judge the Application, Not 'AI': A Rubric for Clinical AI

Writing · 5 min read

AI Health Forecasting Is a Data Problem First

Writing · 5 min read

The Upstream Data Discipline Every AI Product Depends On

Writing · 5 min read

Metadata Is the Real Infrastructure Behind Trustworthy Healthcare AI

Writing · 5 min read

Closing the AI Governance Gap: A Validation Playbook

Writing · 5 min read

Document Intelligence: The Backbone of Patient Access

Writing · 5 min read

Access Transparency Is a Product Problem

Writing · 5 min read

How to Evaluate a Patient-Access Voice Agent

Writing · 5 min read

The role of product managers in healthcare AI

Writing · 6 min read