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AI, Data & AnalyticsHow does data lineage affect transformation programmes?
Transformation requires traceable, auditable and governable data pipelines. Without clear lineage, automation and AI deployment face regulatory…
Transformation requires traceable, auditable and governable data pipelines. Without clear lineage, automation and AI deployment face regulatory resistance and operational fragility.
Implications of Weak Lineage
- Delayed model approval
- Audit challenges
- Reconciliation failures
- Increased operational risk
Robust lineage supports regulatory reporting, capital modelling, and AI governance.
References:
– Basel Committee on Banking Supervision, Principles for Effective Risk Data Aggregation (BCBS 239)
– European Central Bank, Data Governance and Risk Reporting
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