Writing & notes

Healthcare AI, digital dentistry and building things that hold up.

Short, practical pieces from the intersection of clinical work and product development — what actually survives contact with a real clinic.

Healthcare AI10 September 2026

Healthcare AI only works when it earns clinical trust

Most healthcare AI demos fail the moment a clinician asks 'where did that come from?'. Grounding, citations and honest uncertainty matter more than model size.

5 min read

Digital Dentistry22 August 2026

Digital dentistry is an operations problem, not a hardware problem

Scanners and mills get the attention. The real gains come from recalls, records, consent and handover — the unglamorous flow around the chair.

4 min read

Product Development30 July 2026

Shipping product in a regulated domain without freezing

Privacy and safety constraints do not have to stop you shipping. They tell you what to build first, and what never to build at all.

4 min read