ISACA AAIR : ISACA Advanced in AI Risk

  • Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Updated: Sep 22, 2026
  • Q & A: 182 Questions and Answers

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ISACA AAIR Exam Syllabus Topics:

SectionWeightObjectives
AI Life Cycle Risk Management- AI model and data risk identification
- AI bias, drift, transparency, and control evaluation
- AI development, deployment, and monitoring risks
AI Risk Governance and Framework Integration37%- AI Organizational Processes and Alignment
- AI Models, Frameworks, Strategies, and Use Cases
- AI Ownership, Oversight, and Accountability
AI Risk Program Management42%- AI risk assessment and treatment strategies
- Enterprise AI risk program design
- AI risk monitoring and continuous improvement
- AI governance communication and reporting

ISACA Advanced in AI Risk Sample Questions:

Question #1

An organization deploys an autonomous system that makes decisions affecting compliance with regulations.
If those decisions could potentially produce regulatory breaches, which of the following BEST helps to manage associated liability exposures?

  • A. Restricting AI deployment to use cases with lower impact and delaying broader operational integration
  • B. Routing escalations through a single point of contact and prohibiting disclosure of proprietary information
  • C. Retaining documentation that provides explainability for decisions and embedding controls in oversight processes
  • D. Creating a separate compliance program for AI obligations and maintaining distinct reporting channels
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

An organization seeks to implement a new AI system that uses customer information to create targeted product recommendations. Which of the following is the MOST important consideration to ensure the system complies with regulatory requirements?

  • A. Human review of system recommendations
  • B. Legally sourced data with appropriate consent
  • C. Backup and storage protocols for sensitive data
  • D. Use of supervised learning during model training
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

Which of the following is the GREATEST societal risk posed by the dissemination of deepfakes created with AI image generation technology?

  • A. Intellectual property infringement
  • B. Disclosure of personal data
  • C. Widespread misinformation
  • D. Job loss and economic destabilization
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

An organization plans to procure an AI model from a third-party supplier for a critical business function.
Which of the following is MOST important to evaluate during supplier vetting?

  • A. Industry-recognized certifications
  • B. Emphasis on innovative solutions
  • C. Alignment with specific use cases
  • D. Size of model training datasets
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

Which of the following is the MOST effective approach to help ensure compliance with AI acceptable use policies?

  • A. Building trust by embedding AI risk awareness within organizational training
  • B. Requiring use case approval from senior management for AI applications
  • C. Implementing anonymous reporting channels for AI policy violations
  • D. Aligning with globally recognized IT policy frameworks and standards
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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