TEXT OR IMAGE PLACEHOLDER
Model Strategy & Planning
- Business Objective Definition
- Use Case Assessment
- Regulatory & Ethical Considerations
Data Management
- Data Sourcing
- Data Quality Assessment
- Data Preprocessing
- Data Governance
Model Development
- Model Design
- Model Building
- Model Documentation
Model Validation & Testing
- Validation Planning
- Performance Evaluation
- Stress Testing
- Model Risk Assessment
- Use Test
- Validation Documentation
- Gen‑AI Specific Validation
- Narrow‑AI Specific Validation
Model Approval & Governance
- Model Review
- Approval Process
- Model Inventory Management
- Interface between AI model and systems
Model Implementation & Deployment & Testing
- Technical Implementation
- Change Management
- User Training
Model Monitoring & Performance Management
- Ongoing Monitoring
- Periodic Review
- Incident Management
Model Maintenance & Retirement
- Model Updates
- Retirement Process
Documentation & Auditability
- Comprehensive Documentation
- Audit Readiness
Governance Structure & Roles
- Model Risk Management Policy
- Roles & Responsibilities
- Reporting