ISACA AAIR : ISACA Advanced in AI Risk

  • Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Updated: Oct 20, 2026
  • Q & A: 182 Questions and Answers

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About ISACA AAIR Exam

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ISACA AAIR Exam Syllabus Topics:

SectionObjectives
Topic 1: AI Governance and Strategy- AI governance frameworks and organizational oversight
  • 1. Roles and responsibilities in AI governance
    • 2. Policy development for AI systems
      Topic 2: Ethics, Privacy, and Responsible AI- Ethical AI principles and compliance
      • 1. Bias and fairness mitigation
        • 2. Transparency and explainability
          Topic 3: AI Lifecycle Controls- Controls across AI development lifecycle
          • 1. Model validation and testing
            • 2. Data quality and preparation controls
              Topic 4: AI Risk Management- Risk identification and assessment for AI systems
              • 1. Operational risk in AI deployment
                • 2. Model risk identification
                  Topic 5: Regulatory and Compliance Requirements- Global AI regulatory landscape
                  • 1. Industry standards for AI risk management
                    • 2. Data protection and privacy regulations

                      ISACA AAIR Exam FAQs: Read This Before You Register

                      The ISACA Advanced in AI Risk blueprint comprises 5 domains. The headline areas: Ethics, Privacy, and Responsible AI, Regulatory and Compliance Requirements, and AI Risk Management. The complete outline — every domain, every weight — is in the syllabus section above; let it decide where your study hours go.

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                      The AAIR exam — formally the ISACA Advanced in AI Risk — is how ISACA certifies that you can apply its technologies in professional scenarios; passing earns you the AI Risk certification, positioned at the Professional level. In an anxious, competitive job market, a vendor-issued credential is one of the few signals employers trust at a glance. It also connects naturally to CRISC, CISM, CGEIT as a follow-on step.

                      The AAIR exam packs 100 (estimated) questions into 120 minutes. That ratio makes pacing a testable skill in itself: linger too long on one item and easier points expire unanswered. Build the habit before it matters — run timed, full-length mocks in the VCETorrent desktop or online test engine, practice flagging and returning, and make time pressure feel ordinary.

                      Yes — and deciding after the trial is exactly how we prefer it. VCETorrent publishes a free PDF demo of the AAIR materials so you can judge the question quality and verified answers firsthand. A full purchase then includes 365 days of free updates, and if the product expires, the update service renews at a 50% discount from your member zone.

                      The passing mark is Typically 65% (ISACA standard scaled scoring may apply), and official registration runs USD 575 (non-member, estimated ISACA standard pricing range). Keep one fact in view: that fee covers a single attempt, and a retake is billed at full price again. Protect the investment by rehearsing first — cycle through 182 practice questions at VCETorrent in timed mode until your scores clear the bar with room to spare.

                      Recommended: familiarity with IT governance, risk management, and AI/ML fundamentals; related ISACA certifications beneficial

                      Vendor rules do get revised, so before you lock in an exam date, verify the latest requirements on the official ISACA exam page.

                      ISACA Advanced in AI Risk Sample Questions:

                      Question #1

                      Which of the following is the PRIMARY benefit of using AI to assist with risk scenario identification?

                      • A. Simplified risk scoring and prioritization
                      • B. Improved real-time analysis and pattern recognition
                      • C. Ability to simulate real-world risk conditions
                      • D. Enhanced compliance with AI risk management best practices
                      Reveal Solution  Discussion  0

                      Correct Answer: B  🗳️

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                      Question #2

                      Which of the following is the GREATEST risk when organizational risk tolerance is not embedded into AI policies?

                      • A. Inaccurate classification of emerging risk related to AI system vulnerabilities
                      • B. Overly prescriptive controls inhibiting organizational innovation
                      • C. Insufficient monitoring of accuracy and bias in AI model responses
                      • D. Inconsistent governance decisions that fail to mitigate unacceptable impacts
                      Reveal Solution  Discussion  0

                      Correct Answer: D  🗳️

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                      Question #3

                      Which of the following is the MOST important consideration when managing changes to an AI model in production?

                      • A. Allowing operational teams to adjust configuration parameters for real-time performance tuning
                      • B. Implementing stringent approval processes for user access to new model functionalities
                      • C. Expediting rollout of changes in production to ensure service continuity and minimize downtime
                      • D. Conducting rigorous validation to assess effects on predictive accuracy and model bias
                      Reveal Solution  Discussion  0

                      Correct Answer: D  🗳️

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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 MOST effective way to ensure identified AI risk is considered in business strategy decisions?

                      • A. Map AI risk to organizational objectives.
                      • B. Conduct AI risk identification workshops.
                      • C. Emphasize transparency and explainability in AI system design.
                      • D. Periodically report vulnerabilities and emerging risk scenarios.
                      Reveal Solution  Discussion  0

                      Correct Answer: A  🗳️

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