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Insights

Short, practical write‑ups on clinical assurance, digital health governance, and implementation.

Reading an AI tool's evidence

What metrics matter, what validation really means, and how to spot weak claims.

Lifecycle transparency

Change logs, monitoring, and what responsible updates look like for SaMD.

Regulatory posture in practice

How to interpret cleared, registered, and pending across jurisdictions.

Coming soon: an Insights Hub with categories, tags, and a newsletter signup.