Post-market surveillance

Watching a tool after it is approved and deployed, to catch problems that only show up in real-world use. For clinical AI it means tracking whether a live tool is still accurate, still processing on time, and still being used as intended, because regulatory approval at launch does not guarantee ongoing performance. Increasingly treated as an obligation rather than best-effort. Closely related to post-deployment monitoring.

Terms like this come up in real clinical scenarios across the HelloAI courses: bite-sized modules with verifiable certificates. An account takes one minute, no password needed.