How Banks Can Unify Financial Data Quality Management for Regulatory Compliance

BCBS 239 and GDPR both require banks to maintain accurate, complete, timely, and traceable data, but they address different needs: BCBS 239 governs risk data aggregation and reporting, while GDPR focuses on personal-data accuracy and individuals’ rights to correction or erasure. BCBS 239’s 14 principles span governance, technology infrastructure, aggregation, reporting, and supervisory review, and full compliance remains uncommon among assessed globally systemically important banks. GDPR requires institutions to keep personal information current, demonstrate accountability, and respond to eligible rectification and deletion requests, with potentially significant penalties for core breaches. Shared data lineage can help institutions trace risk-reporting figures to source systems, find personal data across platforms, and investigate quality problems, while data observability continuously monitors freshness, completeness, anomalies, reconciliation, and control evidence. The discussion argues that integrating these capabilities across compliance programs can reduce duplicated work, strengthen audit readiness, and support related obligations such as AML, KYC, SOX, capital, and operational-resilience requirements.

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