Insights
Notes from shipping AI
where the rules are real.
Operator-level writing on agentic AI in regulated industries, technical due diligence, and fractional CTO leadership — from people who have run engineering inside real healthcare businesses, not read about it.
August 26, 2026 4 min readAgentic AIHealthcare
Why regulated industries stall on AI — and what actually unblocks them
The blocker is almost never the model. It is the distance between a demo that impresses a room and a system that can survive an audit, at scale, with every decision accountable. That distance is where most healthcare AI projects quietly die.
Read the pieceAugust 19, 2026 4 min readPrivate EquityDue Diligence
The technical due diligence questions an acquirer will ask — asked early
The findings that move a valuation are rarely about the code. They are about who understands it, whether it can be changed, and what it costs to run. Here is what a buyer looks for, and why founders should look first.
Read the piece