Context:
The Reserve Bank of India (RBI) has signalled stricter supervisory scrutiny over banks’ digital operations, compliance practices, third-party outsourcing and use of artificial intelligence, as financial systems become faster, more interconnected and technology-driven.
Three Key Regulatory Expectations
1. Continuous Compliance (Not Episodic)
- Compliance should not be treated as a quarter-end or audit-time exercise.
- Faster business and risk cycles require:
- Year-round operational discipline
- Strong data governance
- Supervisors will assess:
- How quickly banks explain anomalies
- How decisively they correct issues
- Responsiveness will be seen as a sign of control maturity, not back-office formality.
2. Stronger Oversight of Third-Party Arrangements
- Rising dependence on:
- Cloud service providers
- Fintech partners
- Technology vendors
- RBI’s position:
- Accountability cannot be outsourced
- Banks must ensure:
- Clear responsibility for incidents
- Contracts enabling audit, access and resilience
- Third-party risk management is now viewed as core risk management, especially for cross-border operations.
3. Heightened Scrutiny of AI and Analytics
- Increasing use of AI in:
- Credit underwriting
- Fraud detection
- Risk management
- RBI will closely examine:
- Model risk
- Explainability of algorithms
- Fairness and bias
- Banks must be prepared for deeper supervisory questioning as AI tools become embedded in core functions.





