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    <title>RBI releases draft circular on ‘Regulatory Principles for Management of Model Risks in Credit’</title>
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    <description>RBI&#039;s draft circular requires Regulated Entities to implement a Board approved model risk management framework for credit models covering the full model life cycle, including a Model Inventory, Board/Risk Management Committee approval for deployments and material changes, and detailed documentation. Independent validation-before deployment and at least annually or after material events-must assess assumptions, data accuracy, compliance, documentation and back testing, address bias and limitations, and report ex ante benchmarked results to the Board. Outsourced models remain the RE&#039;s responsibility and are subject to supervisory review, with timelines for implementation and validation.</description>
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