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