A tailored course, built for your situation
Faster path from AI policy intent to working OECD AI Principles compliance artefact
A 12-module system for turning AI governance goals into shipped, auditable outputs in half the time
$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.
Spending too long turning AI ethics principles into working compliance outputs
The situation this course is for
Teams draft strong AI governance policies but stall when translating them into auditable, implemented controls. The gap between policy and artefact creates rework, slows velocity, and exposes promises made versus actual delivery.
Who this is for
Senior technical leader in a cloud or AI platform company, responsible for aligning engineering execution with governance frameworks
Who this is not for
Individual contributors focused only on policy writing, or executives who don’t touch implementation artefacts
What you walk away with
- Produce a working Statement of Applicability for OECD AI Principles in under 10 days
- Cut review cycles in half using pre-validated compliance templates
- Move from first draft to sign-off without rework loops
- Ship consistent artefacts that satisfy both engineering and oversight stakeholders
- Own the end-to-end workflow from AI governance intent to delivered control
The 12 modules (with all 144 chapters)
Module 1. Mapping OECD AI Principles to technical control objectives
Translate high-level principles into specific, actionable engineering requirements. Identify which teams own which controls and what success looks like at delivery.
12 chapters in this module
- Principle 1 to control mapping
- Defining algorithmic transparency scope
- Assigning ownership for fairness checks
- Logging requirements for audit readiness
- Bias assessment cadence definition
- Documentation standard setting
- Stakeholder alignment checkpoint
- Version control for policy drift
- Control testing criteria
- Exception handling workflow
- Integration with model lifecycle
- Automated evidence capture triggers
Module 2. Building the initial compliance artefact package
Assemble the first complete set of documents that prove alignment. Focus on structure, completeness, and early stakeholder feedback loops.
12 chapters in this module
- SoA structure setup
- Control narrative drafting
- Evidence sourcing strategy
- Cross-functional review schedule
- Version naming convention
- Repository setup
- Approval routing list
- Template library creation
- Change log initiation
- Stakeholder comms draft
- Gap tracking sheet
- Baseline measurement setting
Module 3. Integrating with model development lifecycle
Embed compliance checks into CI/CD pipelines and model review gates. Ensure governance is part of the build, not a post-build audit.
12 chapters in this module
- Model submission checklist
- Pre-deployment compliance gate
- Automated policy violation scan
- Model card integration
- Data provenance logging
- Version rollback protocol
- Audit trail sync
- Monitoring threshold setup
- Human-in-the-loop trigger
- Red team access provisioning
- Drift detection alerting
- Retraining compliance check
Module 4. Running the first internal validation cycle
Test the artefact package with real reviewers. Learn how to anticipate pushback and refine documentation before escalation.
12 chapters in this module
- Reviewer selection criteria
- Validation timeline planning
- Pre-read package distribution
- Feedback collection method
- Common objection tracking
- Revision priority ranking
- Evidence gap analysis
- Stakeholder interview script
- Control retesting process
- Version delta summary
- Approval threshold definition
- Lessons capture template
Module 5. Closing evidence gaps with engineering teams
Turn reviewer feedback into specific requests for engineering teams. Get what you need without slowing down delivery.
12 chapters in this module
- Evidence request formatting
- Ownership assignment matrix
- Response SLA definition
- Logging completeness check
- Access pattern validation
- Model card update process
- Bias mitigation proof
- Transparency documentation
- Version history audit
- Control override justification
- Monitoring coverage report
- Incident response linkage
Module 6. Creating a repeatable compliance rollout playbook
Document every decision and dependency so future cycles take less time and fewer people.
12 chapters in this module
- Playbook structure definition
- Milestone tracking setup
- Team onboarding checklist
- Common failure mode log
- Template library indexing
- Review cycle calendar
- Stakeholder map update
- Escalation path documentation
- Success metric definition
- Version control policy
- Change management process
- Lessons learned integration
Module 7. Scaling compliance across models and teams
Apply the same rigour across multiple teams without recreating the wheel. Maintain consistency while allowing for context-specific adjustments.
12 chapters in this module
- Template adaptation method
- Cross-team alignment meeting
- Consistency audit design
- Local override rules
- Central repository setup
- Compliance dashboard creation
- Reporting rhythm definition
- Peer review process
- Best practice sharing
- Toolchain integration
- Automated compliance scoring
- Benchmarking against peers
Module 8. Handling external auditor requests
Respond to compliance inquiries quickly and completely. Turn auditor questions into structured evidence packages.
12 chapters in this module
- Auditor comms protocol
- Request triage process
- Evidence retrieval workflow
- Gap response strategy
- Senior leader briefing prep
- Escalation path for unknowns
- Response deadline tracking
- Version reference system
- Control mapping confirmation
- Exception justification drafting
- Follow-up scheduling
- Post-audit review steps
Module 9. Maintaining compliance over time
Keep artefacts up to date as models change. Avoid the ‘compliance refresh’ crunch every renewal cycle.
12 chapters in this module
- Change detection triggers
- Model update review cycle
- Policy drift alerting
- Version history maintenance
- Stakeholder notification setup
- Control revalidation cadence
- Automated evidence updates
- Exception expiry tracking
- Ownership reconfirmation
- Incident-driven review trigger
- Annual refresh prep
- Lessons from near-misses
Module 10. Documenting and proving algorithmic fairness
Build defensible documentation that shows fairness assessments were made, and made correctly.
12 chapters in this module
- Fairness definition selection
- Bias metric choice
- Demographic data handling
- Disparate impact testing
- Mitigation strategy logging
- Threshold justification
- Third-party validation option
- Stakeholder review record
- Redaction policy
- Version comparison
- Model drift fairness check
- Audit readiness confirmation
Module 11. Securing leadership visibility and sign-off
Get clear, documented approval from decision makers. Turn governance from a checklist into a strategic asset.
12 chapters in this module
- Executive summary drafting
- Risk appetite alignment
- Sign-off workflow setup
- Escalation criteria definition
- Leadership comms style
- Decision log maintenance
- Policy exception approval
- Cross-functional alignment
- Public positioning linkage
- Crisis preparedness
- Media inquiry response
- Regulator engagement prep
Module 12. Creating a living compliance culture
Make compliance part of how teams work, not something done to them. Embed ownership and clarity at every level.
12 chapters in this module
- Onboarding integration
- Compliance KPIs in goals
- Recognition for adherence
- Champion network creation
- Feedback loop design
- Tooling preference setting
- Cross-team rotation
- Incident learning sharing
- Progress transparency
- Leadership modelling
- Culture metric tracking
- Sustainability planning
How this maps to your situation
- First-time OECD AI Principles implementation
- Response to external audit request
- Preparation for AI governance rollout
- Scaling compliance across engineering teams
Before vs. after
Before
AI governance work takes months to move from draft policies to verified, shipped compliance artefacts, with repeated review cycles and stakeholder misalignment.
After
Produce a working, auditable OECD AI Principles compliance package in under 10 days, with repeatable templates and clear ownership across teams.
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 to be completed in parallel with active compliance rollout.
If nothing changes
Continuing to rebuild compliance packages from scratch each time slows delivery, increases rework, and risks inconsistency under scrutiny.
How this compares to the alternatives
Unlike generic AI ethics courses, this program delivers specific, working artefacts tied to OECD AI Principles, used by practitioners to ship real compliance packages faster. No theory without application.
Frequently asked
Does this course cover AI Act or ISO 42001?
The core method applies to any framework, but the course uses OECD AI Principles as the working example to maintain focus and speed.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Can I use this if I’m not in a regulated industry?
Yes, OECD AI Principles are foundational for trustworthy AI, regardless of sector. The faster you implement them, the more competitive you become.
$199 one-time. Approximately 3 hours per module, designed to be completed in parallel with active compliance rollout..
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