A tailored course, built for your situation
Sources and specific examples on hand when peers push back
Build unshakable reasoning for AI alignment decisions using CIS Controls framework depth
$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.
Having to justify AI governance choices to skeptical peers
The situation this course is for
Even strong AI alignment strategies falter when challenged by engineers or compliance leads who demand proof of proportionality. Without specific precedents or traceable logic, teams default to over-control or stall.
Who this is for
Technical founder in enterprise tech advancing AI governance independently of legacy policy tracks
Who this is not for
Junior analysts, compliance staff new to AI, or professionals seeking certification prep
What you walk away with
- Trace every control decision back to CIS Controls v8.1 with confidence
- Articulate the 'why' behind scope boundaries using real-world breach examples
- Defend minimal viable control sets with precedent from cloud-native adopters
- Map AI system tiers to CIS Implementation Groups with documented rationale
- Respond to pushback using specific sources instead of opinion or hierarchy
The 12 modules (with all 144 chapters)
Module 1. Why CIS Controls fit AI alignment
Explore how CIS Controls’ implementation groups allow graduated rigor for experimental vs. production AI systems. Learn to justify control applicability using design-phase risk levers.
12 chapters in this module
- AI governance gap patterns
- CIS Controls version history
- Control overlap with NIST AI RMF
- Implementation Groups explained
- Mapping to AI development stages
- Precedent for minimal viable controls
- Breach examples from under-control
- Adaptation without dilution
- Peer review timing triggers
- Documentation thresholds
- Change approval paths
- Vendor alignment hooks
Module 2. Sourcing control rationale
Use documented incidents and control mappings to justify decisions. Move from opinion-based pushback to evidence-backed dialogue using public CIS benchmarks and real breach postmortems.
12 chapters in this module
- CIS Controls citation format
- Finding original use cases
- Linking controls to MITRE ATT&CK
- Cloud provider misconfigurations
- AI system logging gaps
- Privilege escalation patterns
- Data exfiltration triggers
- Incident timeline alignment
- Public postmortem archive
- Third-party audit findings
- Regulatory alignment hooks
- Creating internal case files
Module 3. Mapping AI systems to IG1 IG2
Apply CIS Implementation Groups to AI workloads by risk tier. Justify why prototype models inherit fewer controls than customer-facing inference systems.
12 chapters in this module
- AI system classification model
- Data sensitivity levels
- External connectivity flags
- Model training data provenance
- Inference request pathways
- Human-in-the-loop necessity
- Feedback loop exposure
- Redaction reliability checks
- Bias monitoring triggers
- Model drift detection
- API attack surface
- Autonomy level thresholds
Module 4. Control trade-offs in practice
Weigh control completeness against speed. Document acceptable variance using precedent from high-trust sectors like healthcare AI and financial modeling.
12 chapters in this module
- Speed-risk balance matrix
- Regulatory forbearance cases
- High-velocity team patterns
- Waiver justification language
- Temporary exemption tracking
- Escalation path design
- Peer review cadence
- Post-deployment hardening
- Incident response triggers
- Audit trail completeness
- Rollback criteria
- Stakeholder sign-off models
Module 5. Building defensible documentation
Create artefacts that survive personnel changes. Use standard fields and traceable sources so future teams uphold original intent without rework.
12 chapters in this module
- Control rationale field guide
- Source attribution format
- Version alignment table
- Risk acceptance thresholds
- Third-party validation hooks
- Internal review stamps
- Change impact log
- Evidence retention rules
- Classification drift alerts
- Architecture diagram sync
- Policy exception index
- Audit preparation checklist
Module 6. Answering technical pushback
Equip yourself with specific examples when engineers challenge control overhead. Use cloud-specific misconfiguration histories to justify monitoring depth.
12 chapters in this module
- Common engineering objections
- Performance impact data
- Resource allocation trade-offs
- False positive rates
- Logging verbosity debates
- Automated remediation cases
- Cloud provider responsibility
- Shared control models
- Zero-trust alignment
- Observability cost curves
- Incident reduction stats
- Peer team adoption curves
Module 7. Aligning with compliance peers
Bridge AI governance with existing compliance frameworks. Show how CIS Controls integrate with SOX, GDPR, and HIPAA requirements without over-engineering.
12 chapters in this module
- SOX control mapping
- GDPR data handling overlap
- HIPAA security rule hooks
- PCI DSS segmentation
- NIS2 critical infrastructure
- CCPA data inventory
- DORA resilience testing
- Cross-framework tagging
- Audit evidence reuse
- Compliance team collaboration
- Regulator Q&A prep
- Evidence overlap index
Module 8. Vendor review with control clarity
Lead third-party AI tool assessments using CIS Controls as baseline. Document rationale for acceptance or rejection based on implementation completeness.
12 chapters in this module
- Vendor intake checklist
- Control gap scoring
- Implementation evidence requests
- Architecture diagram review
- Logging access validation
- Incident response SLA
- Penetration test disclosure
- Remediation timeline
- Subprocessor tracking
- Exit data handling
- Contract clause hooks
- Long-term maintenance review
Module 9. Scaling control reasoning
Turn one-off decisions into reusable patterns. Document precedent-setting choices so future projects inherit defensible baselines.
12 chapters in this module
- Precedent tagging system
- Internal knowledge base
- Approval delegation rules
- Pattern reuse triggers
- Custom control templates
- Team onboarding materials
- New project intake
- Change advisory board
- Cross-functional review
- Version upgrade planning
- Retirement criteria
- Feedback loop integration
Module 10. Handling leadership scrutiny
Respond to executive questions with specific sources and risk-based logic. Shift from defensive justification to confident explanation.
12 chapters in this module
- Executive summary framing
- Risk appetite alignment
- Breach cost estimates
- Insurance implication hooks
- Reputation exposure
- Investor communication
- Crisis preparedness
- Legal counsel coordination
- Board-level summary prep
- Strategic initiative alignment
- Budget impact models
- Talent retention factors
Module 11. Maintaining control integrity
Ensure controls remain effective as systems evolve. Use version tracking and change validation to prevent drift from original design.
12 chapters in this module
- Change validation protocol
- Architecture drift detection
- Periodic control review
- Automated compliance checks
- Manual override logging
- Peer review scheduling
- Incident correlation
- Update impact analysis
- Vendor update tracking
- Configuration drift alerts
- Rollback testing
- Audit readiness monitoring
Module 12. Building team-wide defensibility
Scale your reasoning across teams. Equip others with the same sources and examples so consistency grows without central bottlenecks.
12 chapters in this module
- Internal training plan
- Control FAQ development
- Champion network design
- Documentation standards
- Review workflow setup
- Feedback collection
- Knowledge transfer
- Onboarding integration
- Mentorship model
- Peer validation
- Recognition system
- Success metric tracking
How this maps to your situation
- After a peer challenges control scope
- Before onboarding a new AI vendor
- During internal audit prep
- When scaling AI governance to new teams
Before vs. after
Before
Peer challenges require reactive justification based on memory or hierarchy
After
You walk through documented sources, precedent cases, and control logic with confidence
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 practitioners to apply directly to active projects.
If nothing changes
Without defensible rationale, even sound AI alignment decisions get delayed or diluted by well-meaning but skeptical teams.
How this compares to the alternatives
Unlike certification prep or generic compliance courses, this course delivers specific, reusable reasoning assets grounded in real-world control application.
Frequently asked
Is this course about passing an exam?
No. This course is about building defensible, reusable reasoning for AI alignment decisions using the CIS Controls framework.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will I receive templates?
Yes. Every module includes downloadable templates and worked examples you can adapt immediately.
$199 one-time. Approximately 3 hours per module, designed for practitioners to apply directly to active projects..
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