A tailored course, built for your situation
Mastering OECD AI Principles for Product Leaders in High-Growth Tech
Build enduring governance assets that compound across product cycles
$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.
Avoid rebuilding governance from scratch with every new product cycle
The situation this course is for
Without a reusable framework, each product iteration restarts the AI governance conversation, wasting leadership bandwidth and creating inconsistency at scale
Who this is for
Product leader in fast-scaling technology environment balancing innovation velocity with regulatory foresight
Who this is not for
Individual contributors without cross-functional influence, or those focused solely on short-term project delivery without governance ownership
What you walk away with
- Produce decision logs that serve as precedent for future AI governance reviews
- Develop alignment matrices that survive team reshuffles and leadership changes
- Create implementation playbooks that accelerate time-to-compliance by 40-60%
- Establish a version-controlled library of AI governance assets
- Turn individual product wins into organisational capability
The 12 modules (with all 144 chapters)
Module 1. Foundations of OECD AI Principles
Understand the five pillars of the OECD framework and how they map to product lifecycle stages
12 chapters in this module
- Pillar 1 Fairness
- Pillar 2 Explainability
- Pillar 3 Robustness
- Pillar 4 Accountability
- Pillar 5 Transparency
- Practical Mapping
- Vendor Alignment
- Stakeholder Mapping
- Risk Thresholds
- Compliance Layers
- Audit Readiness
- Integration Points
Module 2. Governance Artefact Design
Learn to structure living documents that evolve with your product roadmap
12 chapters in this module
- Decision Logs Setup
- Version Control Rules
- Change Triggers
- Approval Workflows
- Living Playbooks
- Template Systems
- Ownership Models
- Access Controls
- Update Cycles
- Archival Protocols
- Cross-Team Access
- Searchability
Module 3. Embedding Principles in Product Specs
Turn abstract principles into actionable product requirements
12 chapters in this module
- Spec Integration
- Acceptance Criteria
- Design Reviews
- Engineering Handoff
- Testing Gates
- Documentation Standards
- Compliance Sign-Off
- Staging Validation
- Release Blocks
- Post-Launch Audit
- Feedback Loops
- Iteration Cycles
Module 4. Cross-Functional Alignment Frameworks
Secure early buy-in from legal, risk, and engineering teams
12 chapters in this module
- Stakeholder Matrix
- RACI Mapping
- Alignment Meetings
- Escalation Paths
- Conflict Resolution
- Consensus Triggers
- Documented Agreements
- Escalation Logs
- Change Requests
- Status Reporting
- Influence Tactics
- Leadership Updates
Module 5. Building the AI Governance Library
Create a searchable, reusable knowledge base across product lines
12 chapters in this module
- Folder Architecture
- Naming Conventions
- Metadata Standards
- Search Indexing
- Access Permissions
- Retention Policies
- Cross-Product Links
- Version History
- Audit Trails
- Integration APIs
- User Adoption
- Maintenance Rhythm
Module 6. Decision Precedent Management
Turn one-off decisions into repeatable governance patterns
12 chapters in this module
- Precedent Identification
- Case Summarization
- Indexing Logic
- Cross-Reference Rules
- Approval Thresholds
- Deviation Protocols
- Documentation Templates
- Legal Safeguards
- Ethics Review
- Senior Oversight
- Change Management
- Internal Advocacy
Module 7. Regulatory Future-Proofing
Anticipate evolving requirements using OECD as a foundation
12 chapters in this module
- Trend Mapping
- Policy Monitoring
- Jurisdiction Analysis
- Alignment Scoring
- Gap Identification
- Proactive Updates
- Stakeholder Alerts
- Vendor Coordination
- Budget Planning
- Resource Forecasting
- Compliance Roadmaps
- Stakeholder Briefings
Module 8. Scaling Governance Across Teams
Replicate successful patterns without central bottlenecks
12 chapters in this module
- Pattern Libraries
- Training Materials
- Onboarding Playbooks
- Decentralized Ownership
- Quality Assurance
- Audit Sampling
- Feedback Systems
- Recognition Models
- Incentive Alignment
- Tooling Investment
- Support Channels
- Performance Metrics
Module 9. AI Ethics Case Compilation
Build a referenceable database of real-world judgment calls
12 chapters in this module
- Case Capture
- Anonymization Rules
- Decision Rationale
- Stakeholder Input
- Legal Review
- Ethics Board Input
- Documentation Standards
- Access Controls
- Learning Integration
- Training Applications
- External Benchmarking
- Publication Strategy
Module 10. Vendor Governance Integration
Enforce OECD standards across third-party AI providers
12 chapters in this module
- Vendor Assessment
- Contract Language
- SLA Design
- Audit Rights
- Compliance Verification
- Escalation Protocols
- Risk Scoring
- Due Diligence
- Onboarding Process
- Ongoing Monitoring
- Exit Planning
- Liability Mapping
Module 11. Metrics That Demonstrate Value
Quantify the efficiency gains from reusable governance assets
12 chapters in this module
- Baseline Measurement
- Cycle Time Tracking
- Cost Per Review
- Error Reduction
- Leadership Time Saved
- Audit Outcomes
- Risk Mitigation
- Innovation Velocity
- Team Scaling
- Compliance Ratio
- Stakeholder Satisfaction
- Maturity Assessment
Module 12. Sustaining Governance Momentum
Keep the system alive through leadership changes and market shifts
12 chapters in this module
- Ownership Transition
- Succession Planning
- Budget Advocacy
- Executive Updates
- Internal Marketing
- Training Programs
- Recognition Systems
- Tool Maintenance
- Feedback Loops
- External Engagement
- Thought Leadership
- Ecosystem Contribution
How this maps to your situation
- Starting new product with AI components
- Facing repeated audit findings
- Scaling team across regions
- Responding to regulatory inquiry
Before vs. after
Before
Rebuilding governance from scratch with every product cycle, losing institutional knowledge to turnover
After
Leveraging a growing library of reusable artefacts that accelerate every new initiative
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 hours per week over 6 weeks to complete all modules and apply templates
If nothing changes
Continuing to reinvent governance slows product velocity and increases exposure to inconsistency at scale
How this compares to the alternatives
Unlike generic AI ethics courses, this program delivers actionable systems for creating assets that compound across product cycles , tailored to senior product practitioners in fast-moving environments
Frequently asked
Is this course technical or strategic?
It's designed for product leaders who need to bridge technical implementation and strategic governance , with concrete artefacts, not abstract theory.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Can I apply this across different AI use cases?
Yes , the system is built to scale across product lines and use cases using reusable patterns.
$199 one-time. Approximately 3 hours per week over 6 weeks to complete all modules and apply templates.
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