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RBI introduces ECL-based provisioning and EIR framework for banks
The Reserve Bank of India (RBI) has issued the Reserve Bank of India (Commercial Banks - Asset Classification, Provisioning and Income Recognition) Directions, 2026, applicable to commercial banks and effective from 1 April 2027.
The Directions introduce an Expected Credit Loss (ECL)-based impairment framework along with the Effective Interest Rate (EIR) method for income recognition and measurement of financial assets at amortized cost post-initial recognition. The framework also provides detailed guidance on the staging of financial assets, assessment of Significant Increase in Credit Risk (SICR), model-based provisioning, governance, and related control requirements.
The Directions retain the existing concepts relating to identification and classification of NPAs, including borrower-level NPA classification, aging categories, and reporting requirements. Banks will continue to compute and disclose Gross Advances, Net Advances, Gross NPAs, and Net NPAs in the prescribed format. However, while NPA classification continues from a prudential and reporting perspective, the impairment framework itself now moves away from prescribed provisioning percentages linked to asset classification towards a more forward-looking, risk-based ECL approach.
Although banks are not yet required to adopt Ind AS, the Directions introduce concepts
closely aligned with Ind AS 109 / IFRS 9, particularly in impairment, amortized cost measurement, and EIR-based income recognition.
| Essence of ECL - a fundamental shift in impairment methodology
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A separate chapter in the Directions introduces the ECL framework and requires banks to assess, at each reporting date, whether the credit risk on a financial instrument has increased significantly since initial recognition. Where there is no significant increase in credit risk, banks are required to recognize a 12-month ECL. Where credit risk has increased significantly, the impairment requirement moves to lifetime ECL.
The shift to ECL moves impairment from predefined regulatory provisioning percentages to a more risk-sensitive framework driven by entity-specific credit assessment, historical loss experience, and forward-looking macroeconomic expectations. The ECL framework applies to a broad range of financial instruments, including loans, debt securities, receivables, loan commitments, and off-balance-sheet credit exposures.
| Three-stage model and assessment of Significant Increase in Credit Risk (SICR)
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The framework adopts a three-stage impairment model, like Ind AS 109 and IFRS 9:
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Stage
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Requirement
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Stage 1
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12-month ECL where there is no significant increase in credit risk
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Stage 2
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Lifetime ECL where there is Significant Increase in Credit Risk (SICR)
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Stage 3
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Lifetime ECL for credit-impaired assets
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A key aspect of the framework is the detailed guidance on determining SICR.
| Guidance for Significant Increase in Credit Risk (SICR)
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The Directions require banks to clearly document the criteria used to identify SICR and to apply that consistently across portfolios. Indicators of SICR may include a downgrade in internal or external credit ratings, an increase in pricing, deterioration in macroeconomic outlook, and collective assessment based on factors such as product type, geography, collateral profile, or industry segment. The framework also prescribes rebuttable presumptions for SICR in specified cases, including where payments are more than 30 days past due or revolving facilities remain overdrawn beyond prescribed thresholds, triggering recognition of lifetime ECL unless rebutted with appropriate evidence.
| Computation of ECL and probability-weighted estimation
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The computation principles for ECL are broadly aligned with the concepts of Ind AS 109 and IFRS 9. The ECL methodology incorporates key credit risk parameters such as Probability of Default (PD), Loss Given Default (LGD), Exposure at Default (EAD), and forward-looking macroeconomic overlays. The framework also clarifies that ECL should represent neither a best-case nor a worst-case estimate. Instead, impairment should reflect an unbiased probability-weighted estimate derived from multiple scenarios.
| Introduction of Effective Interest Rate (EIR) and amortized cost
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The Directions also introduce the Effective Interest Rate (EIR) framework, broadly aligned with Ind AS 109 and IFRS 9 principles, requiring financial assets to be measured at amortized cost with interest income computed using EIR after considering fees, transaction costs, premiums, and discounts, representing a significant shift from conventional contractual yield-based recognition practices.
The Directions also prescribe transition provisions requiring banks, from 1 April 2027, to fair value their loan portfolios with transition adjustments recognized in opening retained earnings, while also mandating migration of existing portfolios to the EIR regime within the prescribed timelines.
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Our Comments
What this will require from banks
The introduction of the ECL and EIR framework is likely to require significant changes across credit risk, finance, modeling, governance, and technology functions within banks. While banks are not yet under the Ind AS framework, these Directions represent a significant step towards Ind AS 109 and IFRS 9 principles, particularly in the areas of impairment and income recognition, and mark a broader shift towards more forward-looking risk-sensitive financial reporting.
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