RBI Unveils Draft AI Governance Rules For Financial Institutions

The Reserve Bank of India has introduced comprehensive draft guidelines for the deployment of Artificial Intelligence and machine learning within the financial sector. These rules mandate that all regulated entities must establish a board-approved risk management framework. The primary objective is to ensure that AI systems operate with human oversight, maintaining fairness, transparency, and accountability in all customer-facing applications.

Under the proposed regulations, financial institutions are required to conduct regular bias audits to prevent discriminatory outcomes in automated decision-making. Furthermore, the RBI has instituted a strict data retention policy, requiring banks to maintain detailed records of all AI models, including those that have been retired, for a minimum period of 10 years. This move aims to create a robust audit trail for future regulatory reviews.

The central bank has opened the draft rules for public feedback until July 24, 2026. This consultative approach allows stakeholders to voice concerns regarding the implementation of these stringent requirements. By formalizing these standards, the RBI seeks to mitigate systemic risks associated with algorithmic banking while fostering innovation. Financial institutions must now prepare to integrate these governance structures into their existing operational workflows before the final guidelines are enacted.