04 / Insights
Notes from the build room
AI Systems
Why most enterprise AI projects fail before they ship
The gap between a working demo and a production-grade system is where 80% of enterprise AI projects die. Here's what I've learned building both.
Healthcare AIBuilding clinical AI that passes regulatory review
CQC, FDA, CE marking — regulatory frameworks for clinical AI are complex and often misunderstood. A practitioner's guide to what actually matters.
ArchitectureThe agentic AI stack I'd build today from scratch
After three production agentic deployments, here's the architecture I'd start with — and the mistakes I'd avoid from day one.