ISACA AAIR Exam : ISACA Advanced in AI Risk

  • Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Updated: Sep 26, 2026
  • Q & A: 182 Questions and Answers

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ISACA AAIR Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI Life Cycle Risk Management21%- AI Design, Development/Procurement, and Documentation
- AI Implementation, Maintenance, and Decommissioning
- AI Model Training, Testing, and Validation
- AI Data and Asset Management
Topic 2: AI Risk Program Management42%- AI Risk Assurance and Continuous Improvement
- AI Risk Response and Mitigation
- AI Risk Identification and Assessment
- AI Risk Monitoring and Reporting
Topic 3: AI Risk Governance and Framework Integration37%- AI Regulatory Compliance and Legal Considerations
- AI Organizational Processes and Alignment
- AI Policies, Procedures, and Organizational Training
- AI Trustworthiness, Ethical and Societal Implications
- AI Ownership, Oversight, and Accountability
- AI Models, Frameworks, Strategies, and Use Cases

ISACA Advanced in AI Risk Sample Questions:

Question #1

Which of the following BEST helps to ensure AI model outputs can be reproduced in other environments?

  • A. Capturing and archiving complete snapshots of training datasets
  • B. Requiring manual review of outputs for stability and accuracy
  • C. Implementing AI-specific change management processes
  • D. Maintaining continuous post-deployment performance monitoring
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

Which of the following is MOST important to mitigate risk when integrating third-party AI services into an organization's supply chain?

  • A. Ensuring compatibility with existing organizational systems
  • B. Conducting staff training on AI data handling practices
  • C. Centralizing AI decision authority within the IT function
  • D. Assigning contractual accountability for AI controls
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

Which of the following is MOST important when defining responsible roles for integrating third-party AI services into an organization ' s supply chain?

  • A. Mandating cross-functional AI training for third-party staff
  • B. Standardizing migration and data transfer protocols
  • C. Designating AI governance and risk ownership
  • D. Aligning organizational and third-party AI security policies
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

An organization runs AI workloads on shared cloud infrastructure. Which of the following is the MOST significant risk?

  • A. Additional cost and resource requirements
  • B. Unauthorized access to model weights and data
  • C. Limited ability to scale AI-driven business operations
  • D. Increased model inference latency
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

Which of the following is the PRIMARY benefit of establishing a cross-functional AI governance committee?

  • A. Coordinated management of AI use risk
  • B. Human oversight of AI inputs and outputs
  • C. Model version control and AI change management
  • D. Visibility into root causes of operational disruptions
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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