ISACA AAIR : ISACA Advanced in AI Risk

  • Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Updated: Oct 13, 2026   Q&As: 182 Questions and Answers

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About ISACA AAIR Exam

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ISACA AAIR Exam Overview:
Certification Vendor:ISACA
Exam Name:ISACA Advanced in AI Risk™ Exam
Exam Number:AAIR
Exam Format:Scenario-based, Multiple-choice
Exam Duration:150 minutes
Real Exam Qty:90
Available Languages:English, Spanish
Certificate Validity Period:3 years
Exam Price:US$459 (Member), US$599 (Non-Member)
Related Certifications:CRMA
CRMP
CDPSE
CRISC
CISM
CGEIT
CISA
CGRC
Passing Score:450 (scaled score, max 800)
Recommended Training:AAIR Virtual Workshop
AAIR Review Manual
AAIR Online Review Course
Exam Registration:Official Registration
Sample Questions:Free Download AAIR Exam PDF Torrent
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
Topic 1: AI Risk Program Management42%- AI Risk Response and Mitigation
- AI Risk Monitoring and Reporting
- AI Risk Assurance and Continuous Improvement
- AI Risk Identification and Assessment
Topic 2: AI Risk Governance and Framework Integration37%- AI Organizational Processes and Alignment
- AI Regulatory Compliance and Legal Considerations
- AI Models, Frameworks, Strategies, and Use Cases
- AI Trustworthiness, Ethical and Societal Implications
- AI Ownership, Oversight, and Accountability
- AI Policies, Procedures, and Organizational Training
Topic 3: AI Life Cycle Risk Management21%- AI Implementation, Maintenance, and Decommissioning
- AI Model Training, Testing, and Validation
- AI Design, Development/Procurement, and Documentation
- AI Data and Asset Management

AAIR Exam: Honest Answers

A complete package backed by a full service system: 182 practice questions for the ISACA Advanced in AI Risk exam in three formats — a printable, expert-prepared PDF with instant download; a Desktop Test Engine for Windows that simulates the real exam with two practice modes and works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. Also included: a free demo, 365 days of free updates renewed continuously by experts, a 50% renewal discount afterward, unlimited installations, and 24-hour full-time online service.

The official ISACA Advanced in AI Risk outline organizes the exam into 3 domains. The three heaviest are AI Risk Program Management (42%), AI Life Cycle Risk Management (21%), and AI Risk Governance and Framework Integration (37%). The complete list is in the topics section above, and the 182 practice questions at DumpsTests cover every domain.

The AAIR exam is a ISACA certification exam covering the ISACA Advanced in AI Risk syllabus shown above. It contributes to these credential paths: CISA, CISM, CRISC, CGEIT, CDPSE, CRMP, CRMA, CGRC. It has a reputation for being demanding — which is exactly why the credential carries weight with employers in 2026. DumpsTests prepares you with 182 practice questions in PDF, Desktop Test Engine, and Online Test Engine formats.

You need 450 (scaled score, max 800) to pass the ISACA Advanced in AI Risk exam, and registration costs US$459 (Member), US$599 (Non-Member). Since retakes are priced the same, verifying readiness with the DumpsTests practice engines first is simply good budgeting.

ISACA recommends these training resources for the ISACA Advanced in AI Risk exam:

Pair the training with the 182 practice questions from DumpsTests — renewed continuously, they keep your practice aligned with the newest exam information.

DumpsTests refunds you in full if you take the ISACA Advanced in AI Risk exam within 60 days of purchase and do not pass. The policy does not apply if the exam is taken within 3 days of purchase, if the exam was never actually taken, or to free materials or expired orders, and the candidate name must match the payer name. Submit a scan of your enrollment slip and the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Alternatively, exchange for two free exam products of equal value and keep your original update service. Delivery is by email within 1 minute of purchase — contact support if nothing arrives within 2 hours.

Computer-based; authorized PSI testing centers or remote proctored (remote not available in India, Mainland China, Hong Kong) Register for the ISACA Advanced in AI Risk exam through these official channels:

After booking, your DumpsTests practice questions arrive by email within 1 minute — preparation can begin immediately.

The ISACA Advanced in AI Risk exam presents 90 within 150 minutes. That pacing is part of the challenge — rehearse it with the timed mode in the DumpsTests Desktop Test Engine.

Hold active, good-standing certification: CISA, CISM, CRISC, CGEIT, CDPSE, CRMP, CRMA, CGRC, CISSP, CERP, CRCM, PMI-RMP or other approved credentials Requirements are updated from time to time, so confirm the latest on the official ISACA exam page before scheduling.

ISACA Advanced in AI Risk Sample Questions:
Question #1

Which of the following BEST mitigates privacy exposure when using datasets for AI model training that include personal information?

  • A. Implementing robust de-identification controls
  • B. Requiring human reviews before deployment
  • C. Enforcing strict user authentication requirements
  • D. Retaining metadata related to the structure of datasets
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for DumpsTests members. You can sign-up / login (it's free).

Question #2

Which of the following is the GREATEST risk when an organization relies only on adversarial training to protect a private AI model in a testing environment?

  • A. Increased likelihood of exposing proprietary algorithms
  • B. Inefficient model training cycles
  • C. Presence of unaddressed system vulnerabilities
  • D. Overfitting to limited datasets
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

The PRIMARY reason to transfer residual AI risk to a third party is to:

  • A. facilitate compliance with industry standards for AI model training and deployment.
  • B. assign accountability for impacts resulting from erroneous AI system decisions.
  • C. lower organizational liability when internal mitigations fail.
  • D. reduce overall costs for AI monitoring and decision logging capabilities.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

Which of the following is the PRIMARY risk reduction benefit of embedding secure coding practices throughout the AI development life cycle?

  • A. Reduced need for manual review of model outputs and decisions
  • B. More rapid detection of model drift during pre-deployment testing
  • C. Increased predictive accuracy in production environments
  • D. Fewer model vulnerabilities that can be exploited by malicious actors
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for DumpsTests members. You can sign-up / login (it's free).

Question #5

Which of the following is the MOST important reason for a risk practitioner to classify AI risk using threat actor profiles?

  • A. To ensure external threats to corporate assets are given highest priority
  • B. To develop response metrics for AI cybersecurity incidents
  • C. To align AI threat and vulnerability risk with the overall IT control taxonomy
  • D. To tailor controls to adversary motivations and capabilities
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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