RBI ECL rules: 3-stage provisioning shift by April 2027

Why RBI is changing how banks provide for losses

The Reserve Bank of India (RBI) has announced tighter provisioning rules that will require banks to set aside more funds for future losses on credit and loan portfolios. The move is intended to align India’s banking norms with global standards that use expected credit loss (ECL) models instead of the older “incurred loss” approach. Under the incurred loss model, provisions largely rise after stress becomes visible, especially once a loan slips into non-performing status. Under ECL, provisioning becomes more forward-looking, so loss buffers build earlier in the credit cycle.

The RBI has said lenders will continue to follow existing non-performing asset (NPA) rules, under which loans are classified as bad if repayments are overdue by 90 days. This means the NPA tagging standard remains, even as provisioning becomes more sensitive to rising risk before the 90-day threshold.

What the expected credit loss (ECL) model changes

Under an ECL framework, banks estimate expected losses using forward-looking risk measures rather than waiting for defaults to occur. The model commonly uses Probability of Default (PD), Loss Given Default (LGD), and Exposure at Default (EAD) to estimate the allowance needed for potential losses. The RBI had proposed moving to ECL in early 2023, and the latest communications and draft directions lay out how the framework would be embedded in prudential regulation.

The RBI’s move comes at a time when bad loans at many Indian banks have declined and the industry’s aggregate NPA ratio has fallen to its lowest level in a decade, according to the information in the provided text. It also notes that capital buffers remain above regulatory requirements and provisions already cover three quarters of potential stress scenarios. Against that backdrop, the RBI’s focus is on resilience and comparability, not just cleanup.

Loan “staging”: three buckets of risk

The ECL approach divides loans into three stages based on whether credit risk has increased since origination and whether the asset is credit-impaired. The RBI’s draft approach includes staging criteria while retaining the existing NPA classification framework. The staging is designed to bring earlier recognition of stress and prevent provisioning from rising only after loans become non-performing.

Stage 1 covers performing loans without a significant increase in credit risk. For these exposures, banks must hold provisions for 12 months of expected losses. Stage 2 covers exposures where credit risk has increased significantly, even if the borrower has not defaulted. Here, banks are expected to provide for lifetime expected losses, which increases the reserve requirement sharply compared with current standard-asset provisioning. Stage 3 covers credit-impaired assets, with provisioning broadly aligned to existing norms for NPAs.

Prudential floors and why Stage 2 is the pressure point

A key quantitative change highlighted in the text is the minimum provisioning requirement for most Stage 2 loans. The minimum is expected to rise to 5% from about 0.4% now. That jump is material because Stage 2 captures accounts that are not yet NPAs but have shown deterioration. One example cited is that a 60-day overdue account that earlier attracted a 0.25% to 0.4% provision could now require 5%, described as a tenfold increase.

The RBI’s framework also introduces “regulatory backstops” via prudential floors, which can limit the ability of banks to use optimistic model assumptions to reduce provisions. Rajosik Banerjee, partner at KPMG India, described it as a “three-layer ECL provisioning” that encompasses tighter assessment of significant credit risk, interest rate-based income recognition and an adequate capital buffer.

Implementation timeline: April dates and a phased transition

The text includes multiple timeline references. One RBI statement says the new directions will come into effect from April next year. Separately, it cites an October 2025 RBI announcement of credit reforms, including a proposal to implement the ECL-based framework in a phased manner starting April 1, 2027. The RBI also set out a multi-year transition plan, including a timeline described as five years for a smooth transition, and a four-year period to adjust provisions on existing loans.

Banks and investors are likely to focus on how these milestones translate into reporting changes and capital planning. The move to ECL is expected to lead to higher provisions and lower profits, at least during the transition period. The text also cites an estimate that the shift can cause a one-time hit of ₹60,000 crore across all banks.

Global context: IFRS 9, US CECL, and comparability

Globally, both the International Accounting Standards Board (IASB) and the US Financial Accounting Standards Board have adopted provisioning standards that require ECL models rather than an incurred loss approach. The RBI’s shift is positioned as aligning India’s financial ecosystem with global standards such as IFRS 9. Arun Sundar, associate partner at MGC Global Risk Advisory, described the change as “more cultural” because it compels banks to anticipate risk rather than react to it, while also acknowledging that provisioning and capital requirements may temporarily rise.

India is described as behind most Asia-Pacific economies that have already implemented ECL under IFRS 9. For investors comparing Indian banks to global peers, staging and expected-loss provisioning can improve comparability of reported financials across institutions.

Wider RBI reforms: credit risk capital charges and governance expectations

Alongside ECL, the RBI has also proposed a more granular approach to calculating capital charges for credit risk in line with Basel III guidelines. The revised framework factors in borrower credit ratings, loan-to-value ratios for real estate loans, and the quality of due diligence. The text says these changes are expected to reduce risk weights on loans to rated corporates, credit card customers, and micro, small and medium-sized enterprises, while marginally increasing them for unsecured and real estate loans.

The draft directions also strengthen governance around income recognition, asset classification and provisioning processes. Boards are tasked with setting clear delegation of powers for approving exceptions to automated processes, documenting those exceptions, and using early-warning systems such as the Central Repository of Information on Large Credits (CRILC). The intent is to move from compliance-driven monitoring to proactive asset-quality governance.

NBFC asset classification tightening and borrower communication

Separately, the RBI issued the Non-Banking Financial Companies – Income Recognition, Asset Classification and Provisioning (IRACP) Directions, 2025, effective immediately from 28 November 2025, replacing earlier norms for NBFCs. The directions aim to improve consistency, transparency and prudence in income recognition and asset quality assessment, including borrower-wise NPA classification and detailed provisioning norms.

The text also describes clarifications that would bring NBFC classification norms closer to banks from March 30 next year. One major change is tighter NPA upgradation criteria for NBFCs, with the point made that banks typically upgrade only after all overdue principal and interest are received. Another change is classifying borrower accounts as overdue based on a day-end process tied to the due date. The note on customer behaviour is specific: a 31% bounce rate in auto-debit payments based on standing instructions was cited, and the RBI asked lenders to provide customer education materials explaining overdue dates, SMA and NPA classification, and upgradation with reference to the day-end process.

Other regulatory updates mentioned: revised ECB framework

On 16 February 2026, the RBI amended the Foreign Exchange Management (Borrowing and Lending) Regulations, 2018 and the master directions on External Commercial Borrowings (ECB), trade credits and structured obligations. The revised ECB framework comes into force with immediate effect, according to the text.

Key facts at a glance

Market impact: profits, capital planning, and investor interpretation

The direct market implication of ECL is higher upfront provisioning, especially once banks start classifying more exposures into Stage 2 based on “significant increase in credit risk” assessments. Higher provisions generally reduce reported profits in the short term, and can also influence dividend capacity and capital planning. Because the framework is forward-looking and model-driven, investors will likely scrutinise assumptions, staging policies, and the extent to which prudential floors drive provisioning outcomes.

At the same time, the text frames the changes as strengthening resilience. With NPAs at a decade-low level and capital buffers above regulatory requirements, the RBI appears to be using the current point in the cycle to push banks toward earlier recognition of stress. The expected outcome, as described, is improved transparency and better comparability across institutions.

Conclusion

The RBI’s shift toward expected credit loss provisioning marks a structural change in how Indian banks recognise credit risk, while retaining the 90-day NPA classification standard. The most immediate pressure point highlighted is Stage 2, where minimum provisions for many loans rise sharply from current levels. The timeline references in the text include a phased start date of April 1, 2027, alongside other April-effective directions, and banks will need to prepare systems, governance, and models accordingly as the RBI’s broader credit-risk reforms take shape.