Model Risk

What is Model Risk?

Model Risk is the possibility of errors or inaccuracies in a financial or operational model that can lead to poor decision-making, financial loss, or regulatory non-compliance. It arises when models are incorrectly implemented, based on flawed assumptions, or used inappropriately.

Sources of Model Risk

  • Incorrect assumptions or data inputs

  • Overfitting or underfitting models

  • Lack of validation or backtesting

  • Complexity exceeding user understanding

  • Misuse of models for unintended purposes

Impacts of Model Risk

  • Inaccurate risk assessments or forecasts

  • Regulatory penalties for non-compliance

  • Capital misallocation

  • Loss of stakeholder trust

  • Operational and financial losses

How SysRisk Helps Manage Model Risk

SysRisk provides a robust framework for controlling and mitigating model risk through:

Model inventory and documentation management
Validation workflows and version control
Automated testing and scenario simulations
Governance tools to track model performance
Audit trails and compliance reporting

With SysRisk, organizations ensure that models are transparent, reliable, and aligned with risk management objectives, reducing exposure to potentially costly errors.

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