AI security & compliance

Model Risk Management Maturity Assessment

Evaluate your financial services organization's maturity level in model risk management with this detailed assessment. Understand areas for improvement and benchmark your practices against industry standards.

Model risk management (MRM) remains a crucial compliance and governance challenge for financial institutions deploying AI and machine learning models. This assessment measures maturity across governance, validation, monitoring, and documentation to inform your risk posture and operational priorities.

Answer the following questions to benchmark your organization’s model risk practices. Your results will highlight strengths, gaps, and provide tailored guidance based on recognized frameworks such as SR 11-7 and OCC guidelines.

Inputs

Which describes your MRM governance framework?

No formal framework in placeAd hoc or informal practicesDocumented policies aligned to SR 11-7Integrated enterprise-wide MRM program

How comprehensive is your model inventory?

No centralized inventoryPartial inventory, updated irregularlyComplete inventory, updated annuallyReal-time integrated inventory and classification

Rate the maturity of your model validation process

No formal validationValidation on request or ad hocPeriodic independent validationOngoing validation integrated with model lifecycle

How frequently do you monitor deployed models?

No monitoring in placeMonitoring on incident or complaint basisScheduled monthly or quarterly monitoringContinuous automated monitoring and alerts

To what extent are model validation and governance documents standardized?

No standard documentation requirementsBasic documentation with inconsistent formatsStandard templates used for key documentsAutomated documentation linked to model lifecycle tools

Describe senior management involvement in MRM

Minimal or no involvementPeriodic reporting without formal oversightRegular senior-level review and oversightActive senior leadership engagement and risk culture promotion

Result

Model Risk Management Maturity Score

(governance_framework + model_inventory_management + model_validation_process + model_monitoring_frequency + documentation_standards + senior_management_involvement) / 6

0.00 points

Your MRM Maturity Level

Initial: Informal or absent MRM practices

Next steps

Enter your email to receive a detailed report benchmarking your model risk management maturity against OCC SR 11-7 expectations, plus recommended actions tailored to your assessment results.

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