01
Building Clinical Trust
Situation
Surgeons don’t trust AI. Fair enough — a black-box prediction about a hip replacement is a malpractice case waiting to happen.
Response
So I built the UI around one rule: the model proposes, the surgeon disposes. Every suggestion is visible, editable, and one click away from being overridden. Nothing moves without the doctor’s sign-off.
Result
Adoption hit 100% on the very first ward we deployed to. Surgeons now plan in 40% less time, and they say they trust the plans more, not less.




















