AI systems drift even without code changes because providers, data and use patterns change.
USE-CASE LIFECYCLEAI GOVERNANCE & RISK
Periodic Revalidation
Revalidation confirms that risk, models, data, controls and business purpose remain acceptable after launch.
A critical agent is revalidated every six months and after major model changes.
What event or time interval should trigger re-review?
REMEMBERApproval should expire or revalidate, not last forever.
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