Their systems include automated workflows for exception handling, ensuring that data that fails quality checks is flagged and routed to the correct steward for immediate remediation. They implement technical controls like schema validation and cross-system reconciliation to detect historical trend deviations and maintain technical data integrity. data governance solutions