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Model Risk Management SR 11-7

United States

United States

2011

Cybersecurity

Overview

SR 11-7, issued by the Federal Reserve in 2011, provides supervisory guidance on effective model risk management practices for financial institutions. It establishes expectations for identifying, assessing, controlling, and mitigating risks arising from the use of quantitative models in decision-making.
Although not a formal rule, SR 11-7 is applicable to banks, bank holding companies, financial market utilities, and other regulated financial institutions in the United States. It is widely followed as a de facto standard for model governance across risk, compliance, and finance functions, requiring institutions to implement comprehensive governance frameworks that ensure proper validation, documentation, and ongoing monitoring of all quantitative models used in business operations.

Key Obligations

  • Establish a robust model risk management framework with defined roles and responsibilities
  • Perform rigorous model validation, including conceptual soundness and outcome analysis
  • Maintain a model inventory and risk-tiering system based on materiality
  • Implement controls for model development, implementation, and use
  • Conduct ongoing monitoring and performance assessments
  • Ensure independent review by model risk or validation teams
  • Involve board-level oversight and periodic reporting of model risk exposures

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