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AllianceBernstein drives data trust and accurate reporting

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From compliance requirement to competitive advantage

Integrated and AI-enabled data lineage and data quality for BCBS 239 compliance

Executive summary

More than a decade after the Basel Committee published its Principles for effective risk data aggregation and reporting, full BCBS 239 compliance remains elusive for most financial institutions. The whitepaper argues that the path to pragmatic, technology-enabled compliance is also the path to competitive advantage — and that the window for proactive action is closing.

Key takeaways

Compliance is now a competitive imperative

Banks with robust data quality and lineage infrastructure make faster credit decisions, allocate capital more accurately, and respond to market dislocations with confidence. The regulatory framework and the business case align.

Manual compliance is structurally unsustainable

Documentation deteriorates as data environments evolve. The maintenance burden grows with complexity. AI-enabled continuous monitoring transforms BCBS 239 from a one-off project into a durable operational capability.

The regulatory window for proactive action is closing

The ECB has signalled capital add-ons, distribution restrictions, and financial penalties for institutions failing to demonstrate adequate BCBS 239 progress. Invest proactively and strategically — or reactively under supervisory pressure.

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