The Reserve Bank of India (RBI) has announced a significant change in the banking sector with its Expected Credit Loss (ECL) framework, which will be implemented by April 2027. This new approach requires banks to recognize potential loan losses earlier, moving away from the traditional method of waiting for defaults. Analysts, including Abhinav Tiwari from Bonanza, believe this forward-looking approach will enhance financial discipline and align Indian banking practices with global standards, although it may initially pressure profitability, especially for public sector banks (PSUs). The transition period extends until FY2031, allowing banks to gradually adjust to the capital impacts. Tiwari notes that the overall sector-wide impact is expected to remain manageable, with estimates of the Common Equity Tier 1 (CET-1) impact below 150 basis points. While PSU banks may face more immediate challenges due to lower contingency buffers, stronger private banks like HDFC Bank, ICICI Bank, and Axis Bank are anticipated to emerge as long-term beneficiaries due to their superior risk management practices. The framework could also benefit non-banking financial companies (NBFCs) with strong governance and disciplined lending models, while creating opportunities for related sectors such as analytics and credit assessment.