CY-SENIOR-019Senior Level · Model Risk Management
Model Risk Management — Governing the Models
A senior, decision-driven course on governing the risk that an organization's models — credit, fraud, pricing, and now AI/LLM models — are wrong, misused, or quietly decaying, across eight dimensions of model risk, as the independent second line that challenges rather than builds.
14 hours8 chapters32 lessons225 activities8 labs
What you'll learn
- Build a model inventory — broad definition, shadow-model discovery, reconciliation — and tier the estate by materiality so governance scales to consequence, including AI and interconnected models.
- Validate models through conceptual soundness, independent testing, AI-appropriate techniques, and effective challenge — and assess the data behind them for fitness, representativeness, bias, and lineage.
- Govern deployment and monitoring: use as validated, effective oversight, guardrails, whole-system AI governance, and the drift and decay that turn a valid model wrong.
- Approve models accountably and run the program: the three lines of defense, the framework and standards, and the aggregate reporting that makes model risk governable.
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