Practical writing on building AI systems that survive compliance reviews, production traffic, and real clinicians.
Why fully autonomous AI fails in clinical settings — and the three-layer architecture that keeps clinicians in control without slowing them down.
The four criteria that decide whether your clinical decision support feature is FDA-regulated — and the architecture decisions that keep you on the right side of the line.
FDA's Predetermined Change Control Plan lets you update an AI-enabled medical device without a new submission — if your platform can prove every change followed the plan.
On October 29, 2025, thousands of businesses around the world woke up to an unsettling reality: Microsoft Azure — the backbone of the…
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