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AI & DATA
Model Risk Review
A model risk review evaluates an AI/ML model's risk before and during use — performance, bias, robustness, explainability, and drift — proportionate to its risk tier. Drawing on model-risk-management discipline and the NIST AI RMF Measure function, it documents findings and required controls.
IntelligenceAI opportunitiesIndustryCross-industryPracticeRisk & GovernanceFocus02 AI Opportunity Map
AI Intelligence
Capability
AI Governance
Stage
Discover›Assess›Prioritize›Design›Govern›Deploy›Adopt›Measure›Scale
Value levers
Risk
model risk reviewdata lineage and input qualitymethodology and design soundnessvalidation and back-testingbias, fairness and discrimination testingexplainability and model documentationreview evaluatesevaluates ai/ml