A tailored course, built for your situation
Mastering OECD AI Principles for Product Leaders in AI Governance
A structured path to aligning AI innovation with global governance expectations
$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.
AI governance remains siloed, reactive, and inconsistent across teams
Who this is for
Senior product leader in a data and AI organization, responsible for delivering governed innovation at scale
Who this is not for
Entry-level product managers, non-technical stakeholders, or teams focused solely on model development without governance integration
What you walk away with
- Operationalize the OECD AI Principles in product development cycles
- Align cross-functional teams around a shared AI governance framework
- Produce repeatable governance artefacts used across business units
- Anticipate and shape governance requirements before they become constraints
- Serve as the reference practitioner for AI governance across regions
The 12 modules (with all 144 chapters)
Module 1. Foundations of the OECD AI Principles
Understand the five OECD AI Principles and how they translate into product-level decisions. Learn where they align and diverge from other frameworks like AI Act and ISO 42001.
12 chapters in this module
- History of OECD AI Principles
- Principle 1: Inclusive Growth
- Principle 2: Human-Centered Values
- Principle 3: Transparency and Explainability
- Principle 4: Robustness and Security
- Principle 5: Accountability
- Mapping to product lifecycle stages
- Global adoption patterns
- Regulatory anticipation
- Cross-border consistency
- Stakeholder expectations
- Common misinterpretations
Module 2. Embedding Governance in Product Design
Integrate AI governance early in the product process. Build checks that scale without slowing innovation.
12 chapters in this module
- Governance by design
- Early-stage risk identification
- Design sprint integration
- Stakeholder mapping
- Ethics review timing
- Vendor oversight integration
- Cross-team alignment triggers
- Documentation standards
- Feedback loop design
- Escalation thresholds
- User impact assessment
- Iteration safeguards
Module 3. Translating Principles into Controls
Define specific, auditable controls for each OECD principle. Turn abstract values into working artefacts.
12 chapters in this module
- Control design basics
- Measurable transparency
- Explainability benchmarks
- Human oversight mechanisms
- Bias detection thresholds
- Data provenance requirements
- Model monitoring design
- Version control integration
- Incident response planning
- Red team triggers
- Audit trail structure
- Automated compliance checks
Module 4. Cross-Unit Alignment Strategies
Lead adoption beyond your immediate team. Influence legal, compliance, security, and regional leads.
12 chapters in this module
- Stakeholder motivation mapping
- Governance roadmap co-creation
- Regional variation handling
- Local legal integration
- Central vs local ownership
- Shared KPIs for governance
- Communication playbooks
- Executive briefing templates
- Feedback integration loops
- Pilot program design
- Scaling playbooks
- Conflict resolution patterns
Module 5. Building Repeatable Governance Artefacts
Design templates and checklists that compound across projects.
12 chapters in this module
- Artefact lifecycle design
- Policy-as-code examples
- Governance ticket templates
- Automated documentation
- Version-controlled playbooks
- Team onboarding kits
- Audit-ready outputs
- Stakeholder update formats
- Incident reporting templates
- Vendor assessment checklists
- Compliance dashboard design
- Lessons-learned integration
Module 6. Measuring Governance Maturity
Define and track progress against a staged maturity model.
12 chapters in this module
- Maturity model design
- Stage 1: Ad hoc
- Stage 2: Reactive
- Stage 3: Defined
- Stage 4: Managed
- Stage 5: Optimized
- Scoring methodology
- Progress tracking
- Benchmarking against peers
- Executive reporting cadence
- Gap analysis techniques
- Roadmap prioritization
Module 7. Managing Multi-Regional Deployments
Adapt governance for different regulatory environments without fragmentation.
12 chapters in this module
- Regional risk profiles
- EU vs US vs APAC expectations
- Local regulator engagement
- Language and cultural adaptation
- Data sovereignty integration
- Cross-border data flow rules
- Incident response coordination
- Escalation protocols
- Centralized oversight design
- Local empowerment balance
- Audit coordination
- Crisis communication planning
Module 8. Stakeholder Communication Frameworks
Tailor messaging for executives, engineers, and external partners.
12 chapters in this module
- Executive summary design
- Technical deep dive structure
- Legal alignment templates
- Sales enablement content
- Investor messaging
- Public relations coordination
- Crisis comms prep
- Training content design
- FAQ development
- Feedback integration
- Myth busting guides
- Success storytelling
Module 9. Vendor and Partner Governance
Extend principles beyond internal teams to third parties.
12 chapters in this module
- Vendor assessment design
- Contractual integration
- Due diligence checklists
- Ongoing monitoring
- Third-party audit rights
- Sub-processor oversight
- Incident notification terms
- Exit strategy planning
- Compliance certification tracking
- Performance scoring
- Co-innovation safeguards
- Partnership review cadence
Module 10. Incident Response and Remediation
Prepare for when things go wrong, and show leadership in recovery.
12 chapters in this module
- Incident classification
- Response team activation
- Legal hold procedures
- Regulatory notification rules
- Public disclosure planning
- Root cause analysis
- Remediation tracking
- Process improvement loops
- Stakeholder updates
- Reputation management
- Post-mortem best practices
- Preventive redesign
Module 11. Scaling Governance Through Automation
Use tooling to maintain consistency at speed and volume.
12 chapters in this module
- Policy-as-code concepts
- Automated compliance checks
- Model registry integration
- CI/CD pipeline gates
- Real-time monitoring alerts
- Dynamic documentation
- Auto-generated audit trails
- Threshold-based escalations
- Human-in-the-loop design
- Feedback automation
- Dashboard integration
- System-of-record alignment
Module 12. Leading the Next Phase of AI Governance
Position yourself as the go-to practitioner for future initiatives.
12 chapters in this module
- Thought leadership design
- Internal conference talks
- Cross-functional mentorship
- Executive advisory roles
- Industry participation
- Standards body engagement
- Research collaboration
- Publications strategy
- Mentorship programs
- Succession planning
- Reputation capital
- Long-term vision setting
How this maps to your situation
- Initial rollout in a single business unit
- Expansion across regions
- Integration with M&A activity
- Response to regulatory inquiry
Before vs. after
Before
AI governance efforts are fragmented, reactive, and inconsistent across teams and regions.
After
You lead with a repeatable, principle-based framework that scales across business units and gains recognition as the model for responsible innovation.
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 module, designed for busy practitioners. Complete at your own pace within 90 days.
If nothing changes
Without a structured approach, AI governance remains siloed, leading to duplicated effort, regulatory exposure, and missed leadership opportunities.
How this compares to the alternatives
Unlike generic AI ethics courses, this program delivers specific, operationalizable frameworks aligned with OECD AI Principles. Compared to vendor-specific training, it focuses on transferable governance patterns, not product features.
Frequently asked
Is this course focused on Databricks or any specific platform?
No. The course is platform-agnostic and focuses on governance frameworks and practices applicable across organizations and tools.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will I receive practical tools I can use immediately?
Yes. Each module includes downloadable templates, checklists, and real-world examples you can adapt to your role.
$199 one-time. Approximately 3 hours per module, designed for busy practitioners. Complete at your own pace within 90 days..
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