ISACA AAIR real exam prep : ISACA Advanced in AI Risk

  • Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Updated: Aug 15, 2026
  • Q&As: 92 Questions and Answers

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ISACA AAIR Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI Risk Governance and Framework Integration37%- AI Ownership, Oversight, and Accountability
- AI Organizational Processes and Alignment
- AI Models, Frameworks, Strategies, and Use Cases
Topic 2: AI Risk Program Management42%- AI risk assessment and treatment strategies
- AI governance communication and reporting
- AI risk monitoring and continuous improvement
- Enterprise AI risk program design
Topic 3: AI Life Cycle Risk Management- AI model and data risk identification
- AI development, deployment, and monitoring risks
- AI bias, drift, transparency, and control evaluation

ISACA Advanced in AI Risk Sample Questions:

1. 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) Implement systematic updates and emphasize alignment with emerging regulatory expectations.
B) Establish an ongoing review cadence and codify procedures for reassessment.
C) Centralize decision making and concentrate authority within executive leadership and technical owners.
D) Schedule annual compliance reviews and integrate audit findings into revision planning.


2. Which of the following is the MOST important consideration when determining mitigation controls for an AI system?

A) Prioritizing controls based on the complexity and computational requirements of the AI system
B) Determining control performance baselines and reporting requirements for regulatory compliance
C) Evaluating control effectiveness and costs against potential business losses from unmitigated AI risk
D) Providing comprehensive AI risk awareness training to security and technical personnel


3. Which risk treatment is MOST appropriate when an organization's AI system presents residual risk within tolerance and impacts non-critical functions?

A) Recommend increasing the tolerance threshold.
B) Enhance monitoring to detect deviations
C) Document a formal risk acceptance.
D) Implement periodic vulnerability scans.


4. Which of the following is the MOST appropriate key performance indicator (KPI) for the effectiveness of a targeted AI risk awareness training program?

A) AI solution adoption rates among business units whose employees have taken training
B) Number of AI irregularities or potential tampering incidents reported by users
C) Changes in risk ratings for risk scenarios involving awareness of insider threats
D) Percentage of users who can identify the financial impact of AI outcomes


5. Which of the following is the PRIMARY benefit of integrating AI risk processes into an enterprise risk framework?

A) Improved compliance with regulatory requirements
B) Organization-level oversight and strategic alignment
C) Rapid identification of cyber threats and risks
D) More accurate benchmarking of AI key performance indicators (KPIs)


Solutions:

Question # 1
Answer: B
Question # 2
Answer: C
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: B

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