Model governance for insurance pricing — PRA SS1/23 validation reports, model risk management, risk tier scoring

Model risk validation sandbox for market & credit risk (VaR, ES, EL, backtesting)

Defensible risk evidence for deployed machine learning models

Regime model stability diagnostics for SR 11-7 and Basel IV governance

Model risk management — ModelCard, ModelInventory, RiskTierScorer, GovernanceReport

Regime-aware quant risk and market stability monitoring framework.