ECB Guide on AI/ML in Credit Institutions

The ECB's revised guide to internal models (July 2025) includes a dedicated section on the use of machine learning in the internal models banks use for credit, market, and counterparty credit risk. It sets supervisory expectations for explainability, governance, data and methodology, and integrating ML-specific risks across the three lines of defence.