Now
What I’m building
The essays are field notes. This page is the field: what occupies my working hours right now, kept honest with a date.
Last updated
An agentic workflow for oral and maxillofacial radiology
AI agents that carry the routine and the certain parts of diagnostic imaging, so the clinician’s judgment is spent where it matters. Not a copilot bolted onto a viewer: a workflow that knows what it can carry, and what it must hand to the specialist who decides.
It’s built from the reading room outward. I’m an oral and maxillofacial radiologist; for years the reports carried my signature, and that is the bar the system has to clear.
The discipline behind it is simple to state and expensive to fake. The system is graded against cases read blind by a specialist under a frozen protocol, the way regulators expect reader studies to be run. It reports what an image cannot show as carefully as what it can. And a licensed clinician signs every conclusion, by design rather than by disclaimer.
B2B AI automation
Automation for business workflows, built and shipped in my role as Chief Innovation Officer. My products, the company’s channel, six figures in production: not a portfolio piece. The unglamorous kind of AI: repeatable hours now run unattended, and the human sign-off stays exactly where it earns its keep. Most of what the essays claim about reliability was earned here first.
Essays on practical AI and the one-person startup
A few pieces a month, published here and sent to subscribers first. No framework gets a name before it has survived real work.
What I’m not doing
- Chasing model releases. Tools earn their place slowly here; the 2-Tool Rule is house policy, not just an essay.
- Hype. If a claim would not survive a skeptical radiologist, it does not ship.
- Scaling for its own sake. One person, deep focus, on purpose.
Building or buying in the same territory? Get in touch.