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Building an AI-Driven Organisation. Strategy Execution, Risks & AI Governance - Martijn Hol
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Operating Model for AI at Scale
AI Operating Model Patterns
Quiz: AI Operating Model Patterns
Roles & Decision Rights
Quiz: Roles & Decision Rights
Ways of Working (Product/Platform/Squads)
Quiz: Ways of Working (Product/Platform/Squads)
Portfolio & Funding for AI Outcomes
Quiz: Portfolio & Funding for AI Outcomes
AI Strategy to Execution Roadmap
Outcomes and Metrics from AI Ambition
Quiz: Outcomes and Metrics from AI Ambition
Prioritisation: Value, Feasibility, Risk
Quiz: Prioritisation: Value, Feasibility, Risk
Roadmap Design: Horizons and Dependencies
Quiz: Roadmap Design: Horizons and Dependencies
Executive Alignment and Change Impacts
Quiz: Executive Alignment and Change Impacts
AI Use Case Lifecycle Governance
Intake Standards & Evidence Bar
Quiz: Intake Standards & Evidence Bar
Stage Gates: Discover to Deploy
Quiz: Stage Gates: Discover to Deploy
Lifecycle Documentation Expectations
Quiz: Lifecycle Documentation Expectations
KPIs, Ownership & Accountability
Quiz: KPIs, Ownership & Accountability
AI Risk Management for Deployment
Risk Categories for AI Deployment
Quiz: Risk Categories for AI Deployment
Model Risk: Bias, Drift, Misuse
Quiz: Model Risk: Bias, Drift, Misuse
Data Risk: Provenance to Retention
Quiz: Data Risk: Provenance to Retention
Third-Party Risk & Incident Response
Quiz: Third-Party Risk & Incident Response
AI Governance, Controls, and Assurance
Governance Frameworks & Committees
Quiz: Governance Frameworks & Committees
Control Design: Prevent/Detect/Correct
Quiz: Control Design: Prevent/Detect/Correct
Monitoring, Auditability & Evidence
Quiz: Monitoring, Auditability & Evidence
Regulatory & Board Oversight Alignment
Quiz: Regulatory & Board Oversight Alignment
Final Review
Course Synthesis: End-to-End View
Quiz: Course Synthesis: End-to-End View
Integration Exercise: Strategy-to-Control Map
Quiz: Integration Exercise: Strategy-to-Control Map
Practical Takeaways & Next Steps Plan
Quiz: Practical Takeaways & Next Steps Plan
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Building an AI-Driven Organisation. Strategy Execution, Risks & AI Governance - Martijn Hol
Skill Level
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Beginner