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Updated: Oct 09, 2026

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ISACA AAIR Exam Overview:

Certification Vendor:ISACA
Exam Name:ISACA Advanced in AI Risk™ Exam
Exam Number:AAIR
Exam Duration:150 minutes
Available Languages:Spanish, English
Exam Price:US$459 (Member), US$599 (Non-Member)
Passing Score:450 (scaled score, max 800)
Exam Format:Multiple-choice, Scenario-based
Real Exam Qty:90
Certificate Validity Period:3 years
Related Certifications:CGEIT
CISM
CRMP
CRISC
CRMA
CISA
CDPSE
CGRC
Recommended Training:AAIR Online Review Course
AAIR Virtual Workshop
AAIR Review Manual
Exam Registration:Official Registration
Sample Questions:ISACA AAIR Sample Questions
Exam Way:Computer-based; authorized PSI testing centers or remote proctored (remote not available in India, Mainland China, Hong Kong)
Pre Condition:Hold active, good-standing certification: CISA, CISM, CRISC, CGEIT, CDPSE, CRMP, CRMA, CGRC, CISSP, CERP, CRCM, PMI-RMP or other approved credentials
Official Syllabus URL:https://www.isaca.org/credentialing/aair/aair-exam-content-outline

ISACA AAIR Exam Syllabus Topics:

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

ISACA Advanced in AI Risk Sample Questions:

Question #1

Which of the following AI system considerations BEST mitigates risk associated with model drift?

  • A. Maintaining existing levels of variance within datasets during preprocessing
  • B. Conducting regular retraining with new relevant datasets
  • C. Restricting the use of automated data validation to low-risk models
  • D. Implementing strong access controls based on roles and responsibilities
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

Which of the following BEST helps to ensure a deep learning model with a large volume of relevant data meets an organization ' s needs?

  • A. Data augmentation
  • B. Hyperparameter fine-tuning
  • C. Federated accountability model
  • D. Unsupervised learning
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

An organization plans to deploy AI for customer service automation. Which of the following governance approaches BEST aligns culture and risk tolerance?

  • A. Scale controls to AI system impact and involve business stakeholders to obtain buy-in.
  • B. Emphasize regulatory compliance concerns when vetting AI business cases.
  • C. Implement continuous monitoring of AI system key risk indicators (KRIs).
  • D. Focus enterprise AI risk management on projects with the greatest long-term impact.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

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

Correct Answer: B  🗳️

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Question #5

Which of the following is the GREATEST organizational risk when AI performance alerts are not escalated to decision-makers for review and decisioning?

  • A. Excessive cost and resource allocation due to redundant mitigation activities
  • B. Loss of traceability from insufficient model decision logging
  • C. Business disruption due to delayed remediation of unstable AI behavior
  • D. Inadequate representation of AI operational risk in governance reporting
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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