Banking
Accuracy first, creativity second. Regulators read the footnotes.
KPIs we usually build
- Deposits and loan balances
- Non-performing loan ratio
- Net interest margin
- Branch and product performance
- Customer profitability
Typical challenges
- Row-level security by branch or region
- Snapshot (month-end) data versus transactions
- Strict data residency and audit needs
Practise on the free banking dataset.