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ISACA Advanced in AI Risk : AAIR
- Exam Code: AAIR
- Exam Name: ISACA Advanced in AI Risk
- Updated: Oct 03, 2026
- Q & A: 182 Questions and Answers
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ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Risk Governance and Framework Integration | 37% | - AI Trustworthiness, Ethical and Societal Implications - AI Ownership, Oversight, and Accountability - AI Policies, Procedures, and Organizational Training - AI Regulatory Compliance and Legal Considerations - AI Models, Frameworks, Strategies, and Use Cases - AI Organizational Processes and Alignment |
| Topic 2: AI Risk Program Management | 42% | - AI Risk Assurance and Continuous Improvement - AI Risk Monitoring and Reporting - AI Risk Identification and Assessment - AI Risk Response and Mitigation |
| Topic 3: AI Life Cycle Risk Management | 21% | - AI Design, Development/Procurement, and Documentation - AI Data and Asset Management - AI Implementation, Maintenance, and Decommissioning - AI Model Training, Testing, and Validation |
ISACA Advanced in AI Risk Sample Questions:
Question #1
A business unit must implement and start using an AI system immediately and cannot follow the usual approval process. Which of the following is the BEST course of action?
- A. Obtain approval from the risk owner for an exception to the policy.
- B. Refer the issue to the legal department to obtain a single approval covering all AI solutions.
- C. Meet with senior leadership and recommend changes to the AI strategy.
- D. Initiate a pilot program to ensure use of the solution does not increase operational risk.
Correct Answer: A 🗳️
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Question #2
AI tools can BEST help to mitigate supply chain risk by:
- A. identifying historical physical and logical security control gaps.
- B. performing sentiment analysis on supplier reputation and reviews.
- C. enhancing predictive capabilities to identify potential disruptions.
- D. automating routine inventory management tasks.
Correct Answer: C 🗳️
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Question #3
An organization has deployed generative AI tools broadly but lacks a consistent method to refresh governance policies and controls. Which of the following is the risk practitioner ' s BEST recommendation?
- A. Schedule annual compliance reviews and integrate audit findings into revision planning.
- B. Implement systematic updates and emphasize alignment with emerging regulatory expectations.
- C. Centralize decision making and concentrate authority within executive leadership and technical owners.
- D. Establish an ongoing review cadence and codify procedures for reassessment.
Correct Answer: D 🗳️
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Question #4
Which of the following is MOST important to mitigate risk when integrating third-party AI services into an organization's supply chain?
- A. Conducting staff training on AI data handling practices
- B. Ensuring compatibility with existing organizational systems
- C. Centralizing AI decision authority within the IT function
- D. Assigning contractual accountability for AI controls
Correct Answer: D 🗳️
Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).
Question #5
A healthcare organization plans to use synthetic records in medical research to help protect patient privacy.
Which of the following is the GREATEST risk associated with using synthetic data to train AI models?
- A. The use of synthetic data may result in an increase in false negatives.
- B. The use of synthetic data may lead to regulatory noncompliance.
- C. Synthetic data may not reflect the diversity of real-world data.
- D. Synthetic data may be more susceptible to data poisoning attacks.
Correct Answer: C 🗳️
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