AI Governance for Security, Risk & Audit Professionals
AI Governance for Security, Risk & Audit Professionals
AI Governance for Security, Risk & Audit Professionals
AI Governance for Security, Risk & Audit Professionals
A structured course for CISA and CISM holders who need to govern AI, not just understand it.
A structured governance framework for organizations deploying
AI in regulated environments
A structured course for CISA and CISM holders who need to govern AI, not just understand it.
Built for professionals responsible for governing AI in regulated environments.
Built for professionals responsible for
governing AI in regulated environments.
Organizations lack AI risk oversight
Organizations lack AI risk oversight
AI projects stall on governance
AI projects stall on governance
The problem is not AI capability.
It is Governance.
The problem is not AI capability.
It is Governance.
In many organisations, AI adoption is accelerating faster than governance structures.
Teams experiment with models. Departments deploy AI tools. Executives expect innovation.
But very few organisations establish the basic control structures required to govern these systems.
It is the absence of clear authority, accountability, oversight and operational guardrails. This framework captures the governance structure every AI system ultimately requires.
Download: AI Governance Readiness Diagnostic
One-page assessment to identify your organisation's AI governance gaps across the five spine layers.
It is the absence of clear authority, accountability, oversight and operational guardrails. This framework captures the governance structure every AI system ultimately requires.
Download: AI Governance Readiness Diagnostic
One-page assessment to identify your organisation's AI governance gaps across the five spine layers.
After working with security, risk and audit teams responsible for real- world oversight, a pattern
becomes clear. The challenge is rarely AI capability.
After working with security, risk and audit teams responsible for real- world oversight, a pattern
becomes clear. The challenge is rarely AI capability.
The Governance Gap
A five-layer governance model for operational AI oversight:
If any layer is missing, governance becomes symbolic rather than operational.
This course teaches professionals how to implement the AI Governance Spine™ in real organizations.
If any layer is missing, governance becomes symbolic rather than operational.
This course teaches professionals how to implement the AI Governance Spine™ in real organizations.
AGS-1 Authority
Who approves AI deployment?
AGS-2 Accountability
Who owns the outcome?
AGS-3 Oversight
Who monitors and intervenes?
AGS-4 Boundaries
What risks are acceptable?
AGS-5 Entry Control
What must be true before AI goes live?
AGS-1 Authority
Who approves AI deployment?
AGS-2 Accountability
Who owns the outcome?
AGS-3 Oversight
Who monitors and intervenes?
AGS-4 Boundaries
What risks are acceptable?
AGS-5 Entry Control
What must be true before AI goes live?
The AI Governance Spine™ Framework
A practical program for professionals responsible for governing AI systems.
"A professional training programme built around the AI Governance Spine™ with enterprise-ready artifacts you can implement immediately.
Framework & Content:
The AI Governance Spine™ — five-layer decision system taught through failure patterns, micro-examples, and exam-ready discrimination
Completion Layers covering Stakeholders, Readiness, Governance Frameworks (COBIT, NIST, ISO 42001), Regulation (EU AI Act, GDPR), and Policy & AUP
70+ narrated slides across 8 structured sections
25+ ISACA-style practice questions with rationales
Enterprise Governance Artifacts (Professional tier):
A01: AI Governance Charter & Terms of Reference
A02: AI Ownership & RACI Matrix
A03: AI Steering Committee Mandate
A04: AI Risk Appetite & Tolerance Statement
A05: AI Intake & Governance Decision Gate
Every artifact is cross-referenced, audit-defensible, and designed for immediate enterprise use
not just generic templates.
Course Arc: Governance decides. Operations delivers. Assurance proves. Module 1 builds the governance engine. Modules 2 and 3 (coming soon) build operational controls and assurance.
Download full course syllabus (PDF)
A practical program for professionals responsible for governing AI systems.
"A professional training programme built around the AI Governance Spine™ with enterprise-ready artifacts you can implement immediately.
Framework & Content:
The AI Governance Spine™ — five-layer decision system taught through failure patterns, micro-examples, and exam-ready discrimination
Completion Layers covering Stakeholders, Readiness, Governance Frameworks (COBIT, NIST, ISO 42001), Regulation (EU AI Act, GDPR), and Policy & AUP
70+ narrated slides across 8 structured sections
25+ ISACA-style practice questions with rationales
Enterprise Governance Artifacts (Professional tier):
A01: AI Governance Charter & Terms of Reference
A02: AI Ownership & RACI Matrix
A03: AI Steering Committee Mandate
A04: AI Risk Appetite & Tolerance Statement
A05: AI Intake & Governance Decision Gate
Every artifact is cross-referenced, audit-defensible, and designed for immediate enterprise use
not just generic templates.
Course Arc: Governance decides. Operations delivers. Assurance proves. Module 1 builds the governance engine. Modules 2 and 3 (coming soon) build operational controls and assurance.
Download full course syllabus (PDF)
The AAISM Program
Governance Framework Curriculum
Governance Framework Curriculum
AAISM delivers a standards-driven approach to governing AI systems across policy, oversight and operational controls.
AAISM delivers a standards-driven approach to governing AI systems across policy, oversight and operational controls.
Real Governance Artifacts
Real Governance Artifacts
Implementable governance templates including AI charters, RACI models, risk appetite definitions and intake gates.
Built from Real Governance Practice
Built from Real Governance Practice
Designed by professionals responsible for real governance environments in regulated financial institutions.
Designed by professionals responsible for real governance environments in regulated financial institutions.
Practical governance capabilities you can implement immediately.
Design AI governance structures
Create authority models, oversight structures and accountability frameworks for AI systems.
Classify AI systems by risk
Identify high-risk AI use cases and governance requirements.
Implement governance artifacts
Deploy governance charters, RACI models, risk appetite definitions and AI intake gates.
Prepare for regulatory scrutiny
Align AI governance practices with emerging regulatory expectations and internal audit standards.
Run AI governance reviews
Evaluate AI systems using structured governance assessment methods.
I risk into control language
Translate AI risk into control language
Communicate AI risk clearly to executives, risk committees and auditors.
Governance decides - Operations deliver - Assurance proves
Governance Capabilities You Will Build
Free: AI Governance Readiness Diagnostic
Free: AI Governance Readiness Diagnostic
10 questions across the five Spine layers. Identify where your organisation’s AI governance gaps are — in under 5 minutes.
10 questions across the five Spine layers. Identify where your organisation’s AI governance gaps are — in under 5 minutes.
Prakash Thirugnana Sambandham
VP — Global SOX | MUFG Cloud | Cybersecurity | Technology Risk
CISSP | CISA | CISM | CCSP | TOGAF
Prakash is a technology risk and security professional
with nearly 25 years of experience in IT controls, cybersecurity, and governance
within regulated financial institutions.
He currently works in Global SOX oversight, focusing on cloud security, technology risk,
and operational control environments where systems must withstand
internal audit review and regulatory scrutiny.
The AI Governance Spine framework introduced in this program reflects lessons from
real governance environments where AI systems must satisfy risk management,
control validation, and audit evidence requirements.
The goal is simple:
Move AI governance from theory to operational practice.
About The Author
Built for CISA, CISM, and CISSP holders who are now responsible for governing
AI systems in regulated organisations.
• IT Audit Professionals • Internal Audit Teams
• Technology Risk Managers • Governance & Compliance Officers
• Cybersecurity Leaders • AI Governance Managers
Who This Program Is For
Not ready to enrol? Download the free Governance Readiness Diagnostic
30-day satisfaction guarantee. If this course does not meet professional
expectations, full refund."
Start Building Operational AI Governance
Start Building Operational AI Governance
AAISM provides a structured framework and practical artifacts
for governing AI systems in real environments.
Get AI Governance
Diagnostic
Subscribe for Weekly AI Governance Analysis.
Subscribe for Weekly AI Governance Analysis.
One real-world AI failure each week.
Diagnosed using the Governance Spine.
One real-world AI failure each week.
Diagnosed using the Governance Spine.
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