Francois Denart

Session: Credit Risk Data Quality & RDS Construction: From Source Systems to Model-Ready Datasets

Building a robust Reference Data Set (RDS): key design principles, governance, and traceability. Data quality in practice: critical controls (completeness, consistency, lineage) and what typically breaks in banking environments. How strong DQ + RDS directly reduce model risk and speed up validation and production.