Model Risk Assessment for New Zealand

Model Risk Assessment Template for New Zealand

A comprehensive document used in New Zealand's regulatory environment to assess and document the risks associated with quantitative models used in business decision-making. The assessment evaluates model design, implementation, data quality, performance, and control environment in accordance with New Zealand regulatory requirements, particularly those set by the Reserve Bank of New Zealand and Financial Markets Authority. It includes detailed analysis of model risks, controls, validation procedures, and ongoing monitoring requirements, ensuring compliance with local regulatory standards while following international best practices in model risk management.

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What is a Model Risk Assessment?

The Model Risk Assessment is a crucial document required for organizations operating in New Zealand that utilize quantitative models for business decisions, risk management, or regulatory compliance. It serves as a comprehensive evaluation tool to identify, assess, and document risks associated with model usage, ensuring compliance with New Zealand regulatory requirements, particularly those established by the Reserve Bank of New Zealand and the Financial Markets Authority. This document is essential when implementing new models, conducting periodic reviews of existing models, or responding to regulatory requirements. The assessment includes detailed analysis of model methodology, data quality, validation procedures, control environment, and ongoing monitoring frameworks, providing stakeholders with a complete understanding of model risks and mitigation strategies.

What sections should be included in a Model Risk Assessment?

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

What sections are optional to include in a Model Risk Assessment?

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

What schedules should be included in a Model Risk Assessment?

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

Authors

Alex Denne

Head of Growth (Open Source Law) @ Genie AI | 3 x UCL-Certified in Contract Law & Drafting | 4+ Years Managing 1M+ Legal Documents | Serial Founder & Legal AI Author

Jurisdiction

New Zealand

Publisher

Genie AI

Cost

Free to use
Relevant legal definitions
Clauses
Relevant Industries

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

Relevant Teams

Risk Management

Model Validation

Quantitative Analytics

Compliance

Internal Audit

Data Science

Financial Control

Technology and Systems

Business Intelligence

Model Development

Regulatory Reporting

Model Governance

Relevant Roles

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

Industries
Teams

Employer, Employee, Start Date, Job Title, Department, Location, Probationary Period, Notice Period, Salary, Overtime, Vacation Pay, Statutory Holidays, Benefits, Bonus, Expenses, Working Hours, Rest Breaks,  Leaves of Absence, Confidentiality, Intellectual Property, Non-Solicitation, Non-Competition, Code of Conduct, Termination,  Severance Pay, Governing Law, Entire Agreemen

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