Current 2026 outline
III. Understanding how to govern AI development
This page maps our teaching modules to the current published knowledge area. The module numbers are our study sequence, not IAPP domain names.
- Aligning risk strategiesModule 3: Governance & Risk Management, BoK III.A
- Business, regulatory and legal risksModule 3: Governance & Risk Management, BoK III.A
- The four AI risk categoriesModule 3: Governance & Risk Management, BoK III.A
- Calculating riskModule 3: Governance & Risk Management, BoK III.A
- Risk assessment mechanicsModule 3: Governance & Risk Management, BoK III.A
- AI impact assessments and ISO 42005Module 3: Governance & Risk Management, BoK III.A
- The Lay of the LandModule 5: Existing Laws & AI, BoK III
- Privacy Principles That Govern AIModule 5: Existing Laws & AI, BoK III.A
- The GDPR and AIModule 5: Existing Laws & AI, BoK III.A
- Article 22 and Automated Decision-MakingModule 5: Existing Laws & AI, BoK III.A
- Anonymisation, Pseudonymisation and PETsModule 5: Existing Laws & AI, BoK III.A
- The EDPB Opinion on AI Models (2024)Module 5: Existing Laws & AI, BoK III.A
- Obligations on Data ControllersModule 5: Existing Laws & AI, BoK III.A
- Sensitive and Special Categories of DataModule 5: Existing Laws & AI, BoK III.A
- Intellectual Property and AIModule 5: Existing Laws & AI, BoK III.B
- Licensing AI Models and DataModule 5: Existing Laws & AI, BoK III.B
- Nondiscrimination Laws Across Five SectorsModule 5: Existing Laws & AI, BoK III.B
- Consumer Protection Laws and AIModule 5: Existing Laws & AI, BoK III.B
- Product Liability FoundationsModule 5: Existing Laws & AI, BoK III.B
- The Revised Product Liability DirectiveModule 5: Existing Laws & AI, BoK III.B
- The AI Development Life Cycle RevisitedModule 6: Governing AI Development, BoK III.A
- Planning Essentials - The Five MovesModule 6: Governing AI Development, BoK III.A
- Stakeholders - Who, What, and the Hard CallsModule 6: Governing AI Development, BoK III.A
- Operational Controls - Five Owners to NameModule 6: Governing AI Development, BoK III.A
- Impact Assessments in the Design PhaseModule 6: Governing AI Development, BoK III.A
- The Six Risk Assessment Strategies, In OrderModule 6: Governing AI Development, BoK III.A
- Governing the AI Data Life CycleModule 6: Governing AI Development, BoK III.B
- Data Questions, Quality, Jurisdiction and LineageModule 6: Governing AI Development, BoK III.B
- Data Formats and the Five V'sModule 6: Governing AI Development, BoK III.B
- Wrangling the DataModule 6: Governing AI Development, BoK III.B
- Features and Feature EngineeringModule 6: Governing AI Development, BoK III.A
- Building, Training and the Three Lines of DefenceModule 6: Governing AI Development, BoK III.A + III.B
- Testing and ValidationModule 6: Governing AI Development, BoK III.B
- Metrics, Thresholds, Audits and MonitoringModule 6: Governing AI Development, BoK III.A
- Documentation, Communication and DecommissioningModule 6: Governing AI Development, BoK III.A
- Release readinessModule 7: Governing AI Deployment, BoK III.C
- Periodic assessment - performance, reliability, safetyModule 7: Governing AI Deployment, BoK III.C
- Public disclosures and transparency obligationsModule 7: Governing AI Deployment, BoK III.C
- Monitoring, maintenance and driftModule 7: Governing AI Deployment, BoK III.C + IV.C
- Incidents, consequences and accountabilityModule 7: Governing AI Deployment, BoK III.C + IV.C