Risk-based access certification prioritizes review items using factors such as entitlement sensitivity, privilege level, policy violations, unused access, peer outliers, identity type and recent changes. Low-risk items may be streamlined while high-risk items receive more context and scrutiny.
The model should remain explainable, validated and subject to human accountability; automation should not silently preserve risky access.