Banking business intelligence operates under Basel III, AML/KYC, Dodd-Frank, SOX, PCI-DSS, and OCC technology risk guidance. Every implementation must account for regulatory examination expectations, data retention requirements, access controls with audit trails, and the compliance documentation that examiners review.
Executive dashboards for banking: asset quality (NPL ratios, provision coverage), liquidity (LCR, NSFR), profitability (NIM, ROA, ROE), and the branch/digital channel analytics that track customer migration patterns.