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1. Introduction: Overview of the document's purpose and scope, including the specific model(s) being assessed
2. Model Overview: Detailed description of the model, its purpose, intended use, and business context
3. Model Development Assessment: Evaluation of the model's theoretical foundation, methodology, and development process
4. Data Quality Assessment: Analysis of input data quality, sources, and reliability
5. Model Performance Analysis: Assessment of model accuracy, reliability, and historical performance metrics
6. Risk Identification: Comprehensive identification and classification of all potential risks associated with the model
7. Risk Assessment: Detailed evaluation of identified risks, including likelihood and impact analysis
8. Control Environment: Description of existing controls and risk mitigation measures
9. Validation Procedures: Overview of model validation processes and requirements
10. Monitoring Framework: Procedures for ongoing monitoring and periodic review of model performance
11. Roles and Responsibilities: Definition of key stakeholders and their responsibilities in model risk management
12. Review and Approval Process: Documentation of the review and approval workflow for model changes
1. Vendor Assessment: Evaluation of third-party vendor risks and controls, used when the model involves vendor components
2. Regulatory Compliance: Detailed analysis of regulatory requirements and compliance measures, included for models subject to specific regulatory oversight
3. Model Dependencies: Analysis of dependencies on other models or systems, included for complex interconnected models
4. Cost-Benefit Analysis: Assessment of the model's economic impact and value proposition, included for significant new model implementations
5. Change Management: Procedures for managing model changes and updates, included for models requiring frequent modifications
6. Business Continuity: Assessment of business continuity and disaster recovery considerations, included for critical models
7. Data Privacy Assessment: Evaluation of data privacy implications and controls, included when model uses sensitive or personal data
1. Technical Specifications: Detailed technical documentation of model methodology, algorithms, and implementation
2. Data Dictionary: Comprehensive listing of data fields, sources, and definitions used in the model
3. Performance Metrics: Detailed performance statistics, validation results, and benchmarking data
4. Control Matrix: Detailed mapping of risks to controls, including control effectiveness assessments
5. Testing Results: Documentation of model testing procedures and results
6. Validation Reports: Independent validation findings and recommendations
7. Issue Log: Historical record of identified issues, remediation actions, and current status
8. Change History: Documentation of model changes, updates, and version control
9. Risk Assessment Matrix: Detailed risk scoring and assessment criteria
10. Compliance Checklist: Regulatory and internal policy compliance requirements and status
Model Risk
Model Owner
Model Developer
Model Validator
Validation
Material Model
Model Component
Model Input
Model Output
Model Performance
Control Environment
Risk Rating
Risk Appetite
Materiality Assessment
Model Documentation
Model Inventory
Model Life Cycle
Model Changes
Testing Environment
Production Environment
Data Quality
Data Lineage
Assumptions
Limitations
Calibration
Back-testing
Stress Testing
Sensitivity Analysis
Validation Sample
Development Sample
Test Sample
Model Parameters
Control Framework
Review Period
Monitoring Threshold
Override
Model Governance
Validation Report
Implementation Testing
Conceptual Soundness
Process Controls
Outcome Analysis
Regulatory Requirements
Vendor Model
Risk Mitigation
Compensating Controls
Model Repository
Version Control
Change Management
Business Rules
Risk Metrics
Model Description
Risk Assessment
Data Quality
Validation Requirements
Performance Monitoring
Control Framework
Governance
Responsibilities
Documentation Requirements
Change Management
Testing Requirements
Confidentiality
Data Protection
Regulatory Compliance
Review and Approval
Reporting Requirements
Model Dependencies
Vendor Management
Business Continuity
Issue Management
Quality Assurance
Audit Requirements
Training Requirements
Record Keeping
Access Control
Version Control
Risk Mitigation
Emergency Procedures
Performance Metrics
Materiality Assessment
Implementation Requirements
Security Requirements
Monitoring and Review
Banking and Financial Services
Insurance
Investment Management
Credit Services
Regulatory Compliance
Technology and Software
Healthcare Analytics
Manufacturing and Operations
Retail Analytics
Energy and Utilities
Telecommunications
Government Services
Risk Management
Model Validation
Quantitative Analytics
Compliance
Internal Audit
Data Science
Financial Control
Technology and Systems
Business Intelligence
Model Development
Regulatory Reporting
Model Governance
Chief Risk Officer
Risk Manager
Model Risk Manager
Quantitative Analyst
Data Scientist
Model Validator
Risk Analyst
Compliance Officer
Internal Auditor
Business Analyst
Model Development Manager
Chief Financial Officer
Chief Technology Officer
Model Governance Officer
Regulatory Reporting Manager
Model Review Specialist
Risk Control Officer
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