Summary
Companion to International Organization for Standardization 14971:2019 focused on risk management for machine learning/AI medical devices, including hazard identification, risk controls, verification/validation, and documentation practices tailored to ML characteristics (data drift, model updates).
Healthcare Implications
Widely adopted by device developers and hospital innovators working under quality systems; supports Predetermined Change Control Plan‑style change planning and Good Machine Learning Practice alignment.