Defining Model Risk Appetite in Banking - How Much Model Risk Should You Accept?
3 December 2025·11 min
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Model risk management is not only about models, controls, or validation. At its core sits a strategic question every financial institution must answer:
How much model risk are we willing to tolerate?
In this session, we break down the concept of model risk appetite — what it is, why it matters, how it is defined, and how it shapes governance, decision making, and regulatory engagement across the organisation. If you work in model development, validation, risk, audit, analytics, or senior leadership, this lesson gives you a clear and practical understanding of how firms quantify and manage their exposure to model risk.
📌 What You Will Learn in This Session
• What model risk appetite really means
Understand how appetite reflects the level of uncertainty, error, and model-driven exposure the institution is willing to accept.
• How firms identify key model risk drivers
Explore how complexity, materiality, uncertainty, and reliance shape appetite decisions.
• Building appetite metrics and indicators
Learn how firms translate appetite into measurable metrics such as overdue validations, performance breaches, unresolved issues, and high-risk model counts.
• How risk appetite statements are written
See examples of board-approved statements that embed model risk philosophy into enterprise governance.
• Appetite dashboards and governance integration
Discover how committees use appetite thresholds to escalate issues, allocate resources, and guide decision making.
• Regulatory expectations around appetite
Understand why PRA SS1 23, SR 11 7, and ECB frameworks now require firms to define, monitor, and report model risk appetite.
• Dynamic appetite in changing environments
Learn how firms adjust appetite during stress events, digital transformation, or periods of rapid model development.
• How appetite shapes culture and behaviour
See how clear appetite empowers validators, guides developers, and anchors business leaders to risk aware decision making.
🎯 This Session Is For Professionals in:
• Model development and analytics
• Model validation and model risk management
• Risk, audit, and compliance
• Governance, oversight, and senior leadership
• Anyone working with or overseeing models in banking and financial services
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🔍 Keywords
model risk appetite, model risk management, PRA SS1 23, SR 11 7, ECB TRIM, model risk metrics, risk appetite dashboard, banking risk governance, model lifecycle, model governance, model risk reporting, risk appetite statement, financial models, enterprise risk management, the industry portal
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