A tailored course, built for your situation
Repeatable artefacts that compound across AI governance deliveries
Build a self-reinforcing library of AI governance assets that accelerate every new project
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
Who this is for
Senior technical practitioner in regulated AI development, working at scale across jurisdictions with emerging AI governance expectations.
Who this is not for
Junior compliance staff, non-technical policy roles, or those not actively delivering AI governance artefacts.
What you walk away with
- A living, versioned library of AI governance artefacts tied to the OECD AI Principles
- Faster turnaround on new jurisdictional requirements using prior mappings
- Reusable templates for compliance documentation that evolve with each engagement
- Clear traceability between principle, implementation, and audit evidence
- Increased influence through demonstrable depth and consistency in governance delivery
The 12 modules (with all 144 chapters)
Module 1. Foundations of OECD AI Principles alignment
Understand the core tenets of the OECD AI Principles and how they translate into technical and organisational controls.
12 chapters in this module
- Origin of the OECD AI Principles
- Human centred values
- Transparency and explainability
- Robustness and safety
- Privacy by design
- Fairness and non-discrimination
- Accountability mechanisms
- International adoption patterns
- Mapping principles to code
- Cross-border applicability
- Self-assessment against principles
- Identifying gaps early
Module 2. Designing reusable policy mappings
Turn high-level principles into structured, shareable mappings that serve multiple projects.
12 chapters in this module
- Principle to control translation
- Standardising mapping format
- Versioning strategies
- Jurisdictional variance tracking
- Automated crosswalk triggers
- Living document maintenance
- Peer review integration
- Embedding mappings in CI/CD
- Linking to code repositories
- Audit trail design
- Feedback loop capture
- Updating for regulatory shifts
Module 3. Building jurisdiction-aware implementation playbooks
Create modular playbooks that adapt to local requirements while preserving core structure.
12 chapters in this module
- Base playbook architecture
- Insertable jurisdiction modules
- Local legal liaison coordination
- Validation checkpoints
- Playbook version control
- Change impact assessment
- Stakeholder approval paths
- Integration with issue tracking
- Rollback preparedness
- Lessons logged per deployment
- Scaling across regions
- Maintaining single source of truth
Module 4. Engineering audit-ready documentation trees
Structure evidence collections so they compound, not duplicate, across audits.
12 chapters in this module
- Audit scope anticipation
- Evidence categorisation system
- Automated evidence tagging
- Linking code commits to controls
- Dynamic table of contents
- Versioned evidence bundles
- Access control for reviewers
- Pre-audit self-check routines
- Response template library
- Deficiency tracking integration
- Regulator Q&A preparation
- Post-audit update protocol
Module 5. Version controlling governance assets
Treat compliance artefacts like code , track, branch, and deploy them with engineering rigour.
12 chapters in this module
- Git for policy assets
- Branching for jurisdictions
- Merge conflict resolution
- Release notes for compliance
- Automated linting rules
- Peer review workflows
- Integration with CI pipelines
- Security posture of repos
- Backup and recovery
- Access governance
- Audit trail completeness
- Retention policy alignment
Module 6. Creating modular policy components
Break monolithic policies into reusable, composable blocks.
12 chapters in this module
- Atomic policy unit design
- Interoperability standards
- Dependency graph mapping
- Component reuse tracking
- Lifecycle management
- Deprecation workflows
- Cross-referencing mechanisms
- Validation per context
- Translation readiness
- Licensing considerations
- Component registry setup
- Discovery and onboarding
Module 7. Automating compliance checks
Embed continuous validation into development workflows.
12 chapters in this module
- Static analysis rules
- Policy linting integration
- Pre-commit hooks setup
- CI pipeline gates
- Dynamic testing triggers
- False positive reduction
- Human review thresholds
- Remediation guidance
- Escalation paths
- Reporting dashboard
- Trend analysis
- Toolchain interoperability
Module 8. Scaling stakeholder alignment
Design communication artefacts that reduce repetition and accelerate buy-in.
12 chapters in this module
- Stakeholder persona mapping
- Tiered update templates
- Executive summary formatting
- Technical deep-dive structure
- Feedback integration process
- Decision log maintenance
- Versioned approval capture
- Cross-functional sync points
- Escalation criteria
- Transparency boundaries
- Change notification design
- Historical rationale archive
Module 9. Designing traceability systems
Connect principles to code with living, searchable links.
12 chapters in this module
- End-to-end linkage model
- Identifier schema design
- Automated link validation
- Gap detection alerts
- Bidirectional navigation
- Human verification touchpoints
- Performance considerations
- Query interface design
- Integration with ticketing
- Search optimisation
- Access control per layer
- Audit mode export
Module 10. Federating ownership across teams
Enable multiple teams to contribute while preserving coherence.
12 chapters in this module
- Domain ownership model
- Governance council role
- Contribution guidelines
- Cross-team review process
- Conflict mediation protocol
- Central registry design
- Toolchain standardisation
- Onboarding new teams
- Documentation sponsorship
- Performance metrics
- Incentive alignment
- Lessons sharing mechanism
Module 11. Hardening for regulatory scrutiny
Prepare artefacts to withstand deep, adversarial review.
12 chapters in this module
- Stress testing scenarios
- Regulator mindset simulation
- Edge case preparation
- Evidence sufficiency checks
- Consistency across submissions
- Preemptive gap analysis
- Defensible rationale writing
- Third-party validation paths
- Red team engagement
- Response time benchmarks
- Version lock protocols
- Public scrutiny readiness
Module 12. Compounding impact across deliveries
Measure and maximise the long-term value of your governance library.
12 chapters in this module
- Asset reuse tracking
- Time saved per project
- Quality improvement metrics
- Knowledge retention
- Onboarding acceleration
- Influence expansion
- Leadership visibility
- Thought leadership outputs
- External recognition
- Career trajectory mapping
- Sustainability of effort
- Legacy of institutional knowledge
How this maps to your situation
- When starting a new AI governance initiative
- When responding to audit requests
- When expanding into new jurisdictions
- When onboarding new team members
Before vs. after
Before
Starting from scratch each time, rebuilding documentation, reinventing policy mappings, facing repetitive questions.
After
Leveraging a growing library of proven assets, accelerating delivery, and compounding influence with each new project.
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: Approximately 3-4 hours per module, designed for implementation in parallel with active projects.
If nothing changes
Continuing to rebuild instead of compounding slows delivery, increases risk of inconsistency, and limits visibility of your impact.
How this compares to the alternatives
Unlike generic compliance courses, this program is structured around building tangible, reusable assets aligned with the OECD AI Principles , turning governance work into a self-reinforcing advantage.
Frequently asked
Is this course technical or policy-focused?
It's designed for technical practitioners who deliver governance artefacts , blending engineering rigour with policy structure.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this help me outside the OECD framework?
Yes , the system applies to AI Act, ISO 42001, and other emerging standards by design.
$199 one-time. Approximately 3-4 hours per module, designed for implementation in parallel with active projects..
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours