Continuous Improvement

Run RAI continuous improvement as a discipline. Learn the improvement backlog (every audit finding, every incident, every benchmark gap, every champion suggestion), the experimentation discipline (try a small RAI change, measure, scale or kill), the lessons-learned loop from incidents, the annual program retrospective, and the link to the RAI strategy refresh that picks up the validated learnings.