The Reserve Bank of India’s Commercial Banks – Asset Classification, Provisioning and Income Recognition Directions, 2026 marks a significant evolution in the regulatory framework governing credit risk in the banking sector. These guidelines aim to enhance transparency, improve risk sensitivity, and align Indian banking practices with global financial reporting standards. Transition to Expected Credit Loss (ECL) Framework. A central feature of the new Directions is the shift from an incurred loss model to a forward-looking Expected Credit Loss (ECL) approach. Under this framework, banks are required to assess potential credit losses at the time of loan origination and continuously update provisions based on changes in credit risk. This introduces a more proactive and realistic assessment of asset quality, replacing the earlier reactive provisioning system. The ECL model operates on a three-stage classification system: Stage 1: Performing assets with no significant increase in credit risk (12-month ECL), Stage 2: Assets with significant increase in credit risk (lifetime ECL), Stage 3: Credit-impaired assets (lifetime ECL with higher provisioning). Strengthened Asset Classification Norms. The Directions retain the existing 90-day overdue criterion for identifying Non-Performing Assets (NPAs), ensuring continuity in asset classification practices. However, they reinforce borrower-level classification—meaning if one exposure turns NPA, all exposures to that borrower are treated similarly—thereby improving prudential discipline. Enhanced Provisioning Discipline. The introduction of prudential floors for ECL provisioning across loan categories ensures that banks maintain a minimum level of reserves regardless of internal model outputs. This acts as a regulatory safeguard against underestimation of credit risk and promotes consistency across institutions. Focus on Data, Models, and Governance. The Directions place significant emphasis on: Robust data quality and aggregation systems, Structured model risk management frameworks, Integration of macroeconomic variables into credit risk estimation. Banks are expected to adopt disciplined governance mechanisms, including board-level oversight and independent model validation, to ensure reliability in ECL computations. Improved Transparency and Disclosures. Comprehensive disclosure requirements have been introduced to provide stakeholders with clear insights into credit risk exposure, provisioning levels, and underlying assumptions. This enhances comparability across banks and strengthens investor confidence.