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Sources and specific examples on hand when peers push back

$199.00
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A tailored course, built for your situation

Sources and specific examples on hand when peers push back

Build defensible AI governance positions using ISO 42001 with concrete reasoning, not consensus

$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 practitioner in governance, risk, or compliance roles shaping policy around emerging tech, especially AI, who needs to justify design choices under peer review without relying on hierarchy or momentum.

Who this is not for

Entry-level staff learning basics of compliance, vendors selling automation tools, or those seeking certification prep for CISA/CRISC. This is not a general overview or audit checklist course.

What you walk away with

  • Map ISO 42001 controls to specific organizational scenarios using annotated examples
  • Reference original framework commentary and implementation notes to support interpretations
  • Construct defensible positions on AI oversight using comparative analysis against OWASP AI and NIST AI RMF
  • Navigate peer challenges with pre-built reasoning trees and precedent citations
  • Produce living documentation that evolves with feedback and regulatory shifts

The 12 modules (with all 144 chapters)

Module 1. Why defensibility beats consensus in AI governance
Understand how high-velocity decisions create pressure to default to group agreement, and why that fails under scrutiny. Learn to distinguish defensibility from authority, using real cases where rationale carried the decision.
12 chapters in this module
  1. The myth of alignment without justification
  2. When peer review exposes weak foundations
  3. Defensibility vs decision velocity tradeoffs
  4. Examples from financial services AI audits
  5. How ISO 42001 supports reasoned choice
  6. Contrast with NIST AI RMF implementation gaps
  7. Tracing controls to organizational context
  8. Building justification into early design
  9. Common misconceptions about 'compliance'
  10. Why precedent fails in novel AI use cases
  11. Using framework structure as reasoning scaffold
  12. Preparing for cross-functional pushback
Module 2. Anatomy of ISO 42001 control language
Break down each clause in ISO 42001 with attention to wording nuance, implementation flexibility, and source intent. Focus on how phrasing allows for adaptive interpretation without weakening compliance posture.
12 chapters in this module
  1. Parsing 'shall' vs 'should' in AI context
  2. Control A.7.1 breakdown by intent
  3. Original committee rationale for A.7.2
  4. Mapping A.7.3 to talent data workflows
  5. How A.8.1 supports audit trails
  6. A.8.2 and model transparency requirements
  7. Interpreting A.9.1 on human oversight
  8. A.9.2 in hybrid decision systems
  9. A.10.1 and bias assessment frequency
  10. A.10.2 as documentation standard
  11. A.11.1 and stakeholder communication
  12. A.11.2 in escalation protocols
Module 3. From control to concrete example
Turn abstract requirements into tangible implementations using real-world artifacts from regulated industries. Each control is paired with a documented scenario showing how it was applied, challenged, and defended.
12 chapters in this module
  1. A.7.1 in cloud HR platform rollout
  2. Challenge to A.7.2 during regulator review
  3. How A.7.3 held up in internal audit
  4. A.8.1 implementation in talent analytics
  5. A.8.2 model card example from tech firm
  6. A.9.1 in hybrid hiring workflow
  7. A.9.2 override logging in practice
  8. A.10.1 bias review frequency case
  9. A.10.2 documentation package sample
  10. A.11.1 comms plan across legal and HR
  11. A.11.2 during executive escalation
  12. Cross-reference with SOC 2 Type II
Module 4. Precedent analysis across AI governance frameworks
Compare ISO 42001 to OWASP AI Security Top 10 and NIST AI RMF to identify where each excels and where gaps emerge. Use this to justify framework selection or hybrid models.
12 chapters in this module
  1. Scope differences in AI lifecycle
  2. OWASP focus on adversarial testing
  3. NIST RMF and trustworthiness goals
  4. ISO 42001 strength in management system
  5. Where OWASP lacks policy depth
  6. NIST gaps in implementation specificity
  7. Mapping OWASP LLM risks to ISO controls
  8. NIST AI RMF mapping to ISO 42001
  9. When to blend frameworks
  10. Risk of over-engineering with overlap
  11. Using comparison to strengthen rationale
  12. Documenting framework tradeoffs
Module 5. Sourcing original commentary and intent
Access primary sources behind ISO 42001: committee notes, drafting history, and implementation guidance. Learn how to cite authoritative context when defending interpretations.
12 chapters in this module
  1. Finding ISO technical committee outputs
  2. Understanding TC 4216 JWG 26 origins
  3. Published rationale for A.7 series
  4. Editorial notes on A.8 structure
  5. Public consultation feedback summary
  6. How national bodies interpreted A.9
  7. CEN vs ISO implementation nuance
  8. European regulator alignment status
  9. US NIST cross-referencing pattern
  10. UK ICO guidance links
  11. Canada’s AI regulations overlap
  12. Australia’s ALGCOE commentary
Module 6. Building reasoning trees for peer review
Structure justifications as navigable logic paths that anticipate counterpoints. Use templates to pre-build responses to common challenges on scope, rigor, and feasibility.
12 chapters in this module
  1. Tree structure for A.7.1 defense
  2. First layer: regulatory alignment
  3. Second layer: operational feasibility
  4. Third layer: risk tolerance fit
  5. Anticipating HR legal pushback
  6. Addressing IT integration concerns
  7. Countering 'too early to standardize'
  8. Responding to 'we already do this'
  9. Handling 'burdensome process' claim
  10. Rebutting 'not our risk profile'
  11. Using precedent from peer firms
  12. Closing with escalation path clarity
Module 7. Annotated control mapping templates
Use field-tested templates that link ISO 42001 controls to internal processes with commentary. Each includes space for organizational rationale, deviation justification, and review history.
12 chapters in this module
  1. Template structure overview
  2. Column A: Control reference
  3. Column B: Organizational process
  4. Column C: Implementation method
  5. Column D: Owner and frequency
  6. Column E: Evidence location
  7. Column F: Deviation rationale
  8. Column G: Review history log
  9. Column H: Regulatory crosswalk
  10. Column I: Framework alternatives
  11. Column J: Escalation path
  12. Versioning and audit trail setup
Module 8. Comparative analysis grids for decision defense
Build side-by-side evaluations of ISO 42001 versus other approaches to show why it’s the right fit for specific use cases. Use real artifacts from financial and healthcare sectors.
12 chapters in this module
  1. Designing the comparison matrix
  2. Row 1: Scope coverage
  3. Row 2: Implementation effort
  4. Row 3: Audit readiness
  5. Row 4: Regulatory alignment
  6. Row 5: Talent team adaptability
  7. Row 6: Integration with HRIS
  8. Row 7: Scalability to new AI tools
  9. Row 8: Bias detection depth
  10. Row 9: Human oversight clarity
  11. Row 10: Documentation burden
  12. Weighting and scoring methodology
Module 9. Living documentation that evolves
Create governance artifacts that improve with use, version-controlled, annotated, and linked to changes in framework interpretation or organizational need.
12 chapters in this module
  1. Version control best practices
  2. Change log structure for audits
  3. Annotating rationale shifts
  4. Linking updates to incidents
  5. Review cycle triggers
  6. Stakeholder notification process
  7. Archiving deprecated versions
  8. Searchable index design
  9. Cross-linking related policies
  10. Automated snapshot frequency
  11. Permission tiers for access
  12. Retention in legal hold
Module 10. Handling common counterarguments
Prepare for real objections raised in governance debates. Each chapter addresses a frequent pushback with sourced, tested responses.
12 chapters in this module
  1. 'We’re not ready for ISO 42001'
  2. 'This duplicates existing policy'
  3. 'Too much overhead for our stage'
  4. 'Our vendor already handles this'
  5. 'Regulators haven’t asked for it'
  6. 'We don’t have the expertise'
  7. 'It slows innovation'
  8. 'We’re using NIST instead'
  9. 'We follow internal standards'
  10. 'It doesn’t fit our culture'
  11. 'We’re waiting for regulation'
  12. 'We’re too small for formalism'
Module 11. Integration with talent and HR workflows
Adapt ISO 42001 to talent acquisition, performance review, and workforce analytics systems. Show how governance strengthens, not hinders, people strategy.
12 chapters in this module
  1. AI in resume screening tools
  2. Bias audits in promotion models
  3. Performance feedback algorithm review
  4. Workforce planning AI oversight
  5. Leadership potential predictors
  6. Compensation modeling governance
  7. Retention risk scoring systems
  8. Internal mobility recommendation engines
  9. Skills inference AI validation
  10. Bias testing in learning platforms
  11. Audit trail integration with HRIS
  12. Employee communication strategy
Module 12. Final implementation playbook delivery
Receive a hand-built, editable implementation playbook tailored to your role and organizational context, including templates, mappings, and sourcing references.
12 chapters in this module
  1. Playbook structure overview
  2. Customized control mapping
  3. Organization-specific examples
  4. Editable justification templates
  5. Sourcing reference list
  6. Stakeholder comms drafts
  7. Implementation roadmap
  8. Review cycle schedule
  9. Escalation protocols
  10. Version control setup guide
  11. Audit evidence directory
  12. Final Q&A and support path

How this maps to your situation

  • When starting a new AI initiative
  • During internal audit preparation
  • Facing cross-functional skepticism
  • Before executive review of AI strategy

Before vs. after

Before
Relying on consensus or momentum to carry AI governance decisions, vulnerable to challenges based on lack of documented rationale.
After
Confidently articulating why a given approach was chosen, with sources, examples, and structured reasoning ready when peers push back.

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 over 4-6 weeks with flexible pacing.

If nothing changes
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How this compares to the alternatives

Unlike certification prep courses or vendor-led training, this course focuses on practical defensibility, building the ability to explain and justify decisions using ISO 42001 as a foundation, not just pass a test or follow a tool.

Frequently asked

Is this course about getting certified in ISO 42001?
No. This course is focused on practical application and defensibility, not exam preparation. You’ll learn how to use the framework to justify decisions, not memorize it for a test.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will I get templates I can use immediately?
Yes. Every module includes downloadable, editable templates and real-world examples you can adapt to your context.
$199 one-time. Approximately 3 hours per module, designed to be completed over 4-6 weeks with flexible pacing..

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
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