The Algorithmic Consultant: Why Every AI-Native Health Company Needs Validation Led by a Physician
Healthcare AI is having a moment. Ambient scribes are everywhere, decision-support tools ship weekly, and venture money flows toward anything with "agentic" in the pitch deck. But there's a quieter statistic that should give every operator pause: roughly 95% of generative AI initiatives
AI Tools for Physicians: The Physician's Starter Kit: 5 AI Tools That Are Actually Useful in 2026
The conversation about AI in medicine has spent years stuck in two modes: breathless hype and anxious skepticism. In 2026, we can finally move past both. The evidence is in. Some tools work. Some do not. And the physicians who are getting the most value from AI are not the early adopters chasing every new release. T
Exec Perspective: Why I Started Building AI Tools Instead of Just Advising on Them
For most of my career, my job was to sit at the intersection of clinical medicine and organizational strategy, such as translating evidence into decisions, risk into policy, and data into programs. As a CMO with population health and NCQA experience, I knew how to advise. I knew how to evaluate a vendor, scrutinize a white paper, and ask the right questions in a boardroom. I was comfortable there.
So what changed?