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ARTICLE · 04 AUGUST 2026

Data, Domains And Discipline: RBI's Proposed Guidance On Data Governance For Regulated Entities

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Data has become a critical governance and risk management asset for financial institutions, prompting regulators globally to adopt more structured approaches to data governance. On 15 July 2026, the Reserve Bank of India (RBI) released a draft ‘Guidance on Regulatory Expectations for Data Governance’ (Draft Guidance).

IndiaTechnology
Smita Jha
Smita Jha
Viti Bansal
Viti Bansal
Sameep Baral
Sameep Baral
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Data has become a critical governance and risk management asset for financial institutions, prompting regulators globally to adopt more structured approaches to data governance. On 15 July 2026, the Reserve Bank of India (RBI) released a draft ‘Guidance on Regulatory Expectations for Data Governance’ (Draft Guidance). Recognising data as a strategic organisational asset, the Draft Guidance draws on evolving international standards, including the Basel Committee on Banking Supervision’s Principles for Effective Risk Data Aggregation and Risk Reporting, to establish broad regulatory expectations for data governance by RBI regulated entities (REs). It addresses key aspects of data governance, including governance frameworks, roles and responsibilities, data lifecycle management, architecture, and third-party arrangements. We analysis the key features of the Draft Guidance below.

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