All models require: model inventory entry, conceptual soundness assessment, independent validation, ongoing monitoring - SR 11-7 scope now effectively extends to ML-based compliance systems (transaction monitoring, fraud, KYC) - Model governance: a Model Risk Committee or equivalent with appropriate