Unit 12: Lifecycle Management & Change Tracking for AI Systems
Some changes require review — even if you're not in a regulated sector.
Reassessment may be triggered when:
A new data source is added
Fairness or accuracy drops significantly
System functionality changes
User population shifts dramatically
You retrain the model or add new features
📌 Rule of thumb: If it changes the model’s behaviour — recheck your documentation.
