A tailored course, built for your situation
Deeper command of AI governance frameworks used in public-sector health systems
Master the structure, logic, and application of real-world AI governance standards shaping modern health service delivery
$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.
The situation this course is for
Who this is for
Technical governance professional at an industrial firm interfacing with public health or regulated service environments, seeking to deepen authoritative command of applied AI governance frameworks
Who this is not for
Entry-level compliance staff, auditors focused on checkbox adherence, or practitioners without cross-sector exposure to regulated AI deployment
What you walk away with
- Fluency in the structure and intent of NIST AI RMF, ISO/IEC 42001, and Health Canada’s DADM
- Ability to map controls to real-world AI use cases in clinical operations and data governance
- Confidence to lead framework adoption discussions without senior oversight
- Reusability of control templates across industrial and public-sector contexts
- Sources and implementation examples ready when stakeholders challenge design choices
The 12 modules (with all 144 chapters)
Module 1. Core logic of AI governance frameworks
Break down the foundational assumptions, risk taxonomies, and decision hierarchies in NIST AI RMF, ISO/IEC 42001, and DADM.
12 chapters in this module
- What AI governance frameworks assume about risk
- How NIST structures AI life cycle risks
- ISO 42001’s compliance architecture
- DADM’s legal accountability pathways
- Mapping framework goals to real systems
- Where frameworks diverge in scope
- Core definitions used across standards
- Risk tolerance thresholds by sector
- Decision rights in framework implementation
- Governance vs. technical control split
- Framework update cycles and versions
- How regulators interpret the standards
Module 2. Control mapping across frameworks
Learn how to align overlapping controls from multiple standards into a unified implementation plan without duplication.
12 chapters in this module
- Identifying overlapping control requirements
- Mapping NIST PR-1 to ISO A.8.1
- DADM’s transparency rules in practice
- Control rationalization techniques
- Single source of truth for mappings
- Version-aware control tracking
- Sector-specific control weighting
- Documenting control ownership
- Linking controls to AI system types
- Mapping for audit readiness
- Cross-framework exception handling
- Updating mappings when standards change
Module 3. Risk assessment design patterns
Build repeatable risk assessment workflows that align with public-sector expectations and industrial scale.
12 chapters in this module
- Scoping AI systems for assessment
- Stakeholder input collection methods
- Risk scoring rubrics used in health systems
- Bias assessment playbooks
- Transparency disclosure thresholds
- Human oversight trigger points
- Documentation standards for reviewers
- Third-party validation touchpoints
- Incident escalation logic
- Versioning assessment outputs
- Reassessment cadence rules
- Linking assessments to deployment gates
Module 4. Policy drafting with framework alignment
Write internal policies that map directly to control requirements and withstand external review.
12 chapters in this module
- Policy structure for auditability
- Incorporating framework language
- Defining roles and responsibilities
- Setting enforcement mechanisms
- Version control for policy updates
- Cross-referencing control mappings
- Using policy to delegate authority
- Handling exceptions and waivers
- Policy training and attestation
- Linking policy to technical enforcement
- Public-sector disclosure requirements
- Internal review cycles
Module 5. Implementation playbook development
Create reusable playbooks that operationalize governance decisions across teams and use cases.
12 chapters in this module
- Playbook structure and components
- Decision logs for traceability
- Template library creation
- Versioning and update rules
- Access and ownership definitions
- Onboarding new team members
- Integrating with project lifecycles
- Linking to ticketing systems
- Metrics for playbook usage
- Feedback loops for improvement
- Scaling across business units
- Archiving retired playbooks
Module 6. Compliance evidence packaging
Assemble audit-ready documentation that demonstrates adherence without rework.
12 chapters in this module
- Evidence types by control
- Documentation maturity levels
- Storage and access protocols
- Evidence versioning
- Automated evidence collection
- Sampling strategies for auditors
- Gap documentation standards
- Remediation tracking
- Third-party evidence integration
- Preparing for unannounced audits
- Evidence retention policies
- Public disclosure readiness
Module 7. Stakeholder communication strategies
Tailor governance messaging for technical teams, executives, and public accountability bodies.
12 chapters in this module
- Audience segmentation for messaging
- Translating controls to business impact
- Executive briefing templates
- Technical team playbooks
- Public-facing transparency reports
- Regulator communication protocols
- Handling media inquiries
- Internal training materials
- Feedback collection mechanisms
- Messaging version control
- Crisis communication plans
- Annual reporting cycles
Module 8. Governance toolchain integration
Embed governance requirements into existing development and operations tooling.
12 chapters in this module
- CI/CD pipeline checkpoints
- Issue tracker integration
- Version control hooks
- Automated policy checks
- Model registry requirements
- Data lineage tracking
- Monitoring for drift detection
- Alerting on policy violations
- Audit trail generation
- Toolchain access controls
- Vendor tool compatibility
- Custom tool development
Module 9. Cross-jurisdictional framework adaptation
Adapt governance approaches for compliance across provincial, national, and industrial boundaries.
12 chapters in this module
- Jurisdictional risk mapping
- Federal vs. provincial requirements
- Industrial sector variations
- International standard alignment
- Data sovereignty considerations
- Cross-border incident response
- Legal counsel engagement
- Harmonization strategies
- Gap analysis methods
- Transition planning
- Stakeholder alignment
- Documentation for regulators
Module 10. Governance maturity assessment
Evaluate and improve the sophistication of governance practices over time using benchmarked indicators.
12 chapters in this module
- Maturity model design
- Baseline assessment techniques
- Progress tracking metrics
- Capability improvement roadmap
- Resource allocation planning
- Leadership buy-in strategies
- External benchmarking
- Internal audit feedback
- Staff training progression
- Technology enablement
- Third-party validation
- Public reporting alignment
Module 11. Incident response and remediation
Execute structured responses to AI incidents that preserve trust and meet regulatory expectations.
12 chapters in this module
- Incident classification framework
- Response team activation
- Internal communication protocols
- External disclosure rules
- Regulator notification timelines
- Root cause analysis methods
- Remediation planning
- Stakeholder updates
- Documentation standards
- Post-incident review
- System updates and revalidation
- Public reporting
Module 12. Sustaining governance evolution
Build feedback loops and update processes that keep governance current with technology and regulation.
12 chapters in this module
- Regulatory monitoring systems
- Internal feedback collection
- Technology trend tracking
- Framework update integration
- Policy refresh cycles
- Training update delivery
- Stakeholder engagement
- Lessons learned documentation
- Benchmarking against peers
- Innovation sandbox testing
- Governance community participation
- Annual strategy review
How this maps to your situation
- When starting a new AI governance initiative
- During regulatory audit preparation
- When scaling AI systems across teams
- After an AI incident or review finding
Before vs. after
Before
Relying on fragmented knowledge of governance standards and reactive compliance efforts
After
Fluent in the structure and application of leading AI governance frameworks, with reusable artefacts and confidence to lead implementation
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 completion over 6-8 weeks with real-world application between modules.
How this compares to the alternatives
Unlike generic AI ethics courses, this program focuses on the actual frameworks used in regulated health systems and industrial environments, with concrete implementation tools and mappings used in live deployments.
Frequently asked
Is this course focused on healthcare AI systems only?
No. While it uses public health deployments as reference cases, the frameworks and methods apply to any regulated or industrial AI system.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Are the templates customizable?
Yes. All downloadable templates are provided in open formats and designed for adaptation to your organization’s context.
$199 one-time. Approximately 3-4 hours per module, designed for completion over 6-8 weeks with real-world application between modules..
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