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16 July 2026

RBI data governance guidance for banks

The RBI's 'Guidance on Regulatory Expectations for Data Governance' is a formal regulatory framework that directly addresses critical governance, accountability, and data security standards for the financial sector, making it a significant topic for GS2.

1 min read Day 1 of 2 2 questions 1 prelims

Notes

  • The RBI has issued the 'Guidance on Regulatory Expectations for Data Governance' for banks and Regulated Entities (REs).
  • The framework aims to enhance data quality, accountability, risk management, and security.
  • The guidance ensures compliance with the Digital Personal Data Protection (DPDP) Act, 2023.
  • Data governance is necessitated by the rapid digitalization of the financial sector and the rise in data volume, variety, and velocity.
  • Weak data governance poses financial, operational, compliance, and reputational risks to REs.
  • REs are required to establish a comprehensive Data Governance Framework (DGF) integrated with their overall risk management framework.
  • The DGF must be proportionate to the bank's size, complexity, business model, and technology infrastructure.
  • The framework must cover organizational structure, policies, processes, technological systems, audit mechanisms, and the entire data lifecycle.
  • REs are mandated to review the DGF annually or more frequently if required.

Part of a longer story

This is day 1 of 2 in RBI regulatory framework for AI and data governance in banking, which has been running since 16 July 2026. Reading it whole is usually worth more than reading today alone — the exam asks how something developed.

Questions

  1. Discuss the significance of the RBI's 'Guidance on Regulatory Expectations for Data Governance' in the context of the increasing digitalization of the Indian banking sector. 150 words
    Attempt this — 150 words in 8 min
    0 / 150 words 8:00
  2. Effective data governance is essential for mitigating systemic risks in the financial sector. In light of the RBI's recent guidance, analyze how a robust Data Governance Framework (DGF) can enhance institutional accountability and ensure compliance with the Digital Personal Data Protection (DPDP) Act, 2023. 250 words
    Attempt this — 250 words in 11 min
    0 / 250 words 11:00

Prelims

  1. Which of the following is a primary objective of the RBI's 'Guidance on Regulatory Expectations for Data Governance'?

Syllabus

Topics

Sources

250words.in · https://250words.in/daily/2026-07-16/rbi-data-governance-guidance-for-banks