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Updated: Sep 12, 2026
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ISACA AAIR Exam Overview:
| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Risk (AAIR) |
| Exam Number: | AAIR |
| Exam Duration: | 120 minutes |
| Certificate Validity Period: | No fixed expiry (continuing professional education required for maintenance) |
| Exam Price: | USD 575 (non-member, estimated ISACA standard pricing range) |
| Passing Score: | Typically 65% (ISACA standard scaled scoring may apply) |
| Available Languages: | English |
| Related Certifications: | CGEIT CISM CRISC |
| Exam Format: | Multiple choice |
| Real Exam Qty: | 100 (estimated) |
| Sample Questions: | ISACA AAIR Sample Questions |
| Exam Way: | Online and testing center delivery options (computer-based exam) |
| Pre Condition: | Recommended: familiarity with IT governance, risk management, and AI/ML fundamentals; related ISACA certifications beneficial |
| Official Syllabus URL: | https://www.isaca.org |
ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| Topic 2: AI Risk Management | - Risk identification and assessment for AI systems
|
| Topic 3: Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
| Topic 4: AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| Topic 5: AI Lifecycle Controls | - Controls across AI development lifecycle
|
ISACA Advanced in AI Risk Sample Questions:
Which of the following BEST helps to ensure adherence to data minimization principles when using an AI model whose training dataset contains personal information?
- A. Data loss prevention (DLP)
- B. Role-based access control (RBAC)
- C. Data encryption
- D. Pseudonymization
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An organization is integrating AI systems into core business operations and has decided to establish a formal process to align AI initiatives with corporate values. Which of the following is the GREATEST benefit of this decision?
- A. Ethical principles can be added to AI development and usage after deployment.
- B. The transparency and explainability of AI model decisions is enhanced for all stakeholder groups.
- C. Return on investment (ROI) for new AI services can be evaluated more accurately.
- D. Executive support for technical training and upskilling related to AI can be more effectively obtained.
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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. More accurate benchmarking of AI key performance indicators (KPIs)
- C. Rapid identification of cyber threats and risks
- D. Organization-level oversight and strategic alignment
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An organization deploys an AI credit scoring model trained on historical financial data that underrepresents certain demographic groups. Which of the following is the risk practitioner ' s BEST recommendation to mitigate this risk?
- A. Notify stakeholders that the model may not always reflect standard loan approval thresholds.
- B. Implement reporting for model drift and anomalous model decisions.
- C. Use unsupervised learning to identify hidden or complex discriminatory patterns in the dataset.
- D. Define specific inclusivity goals and expand data to a broader range of sources.
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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. Providing comprehensive AI risk awareness training to security and technical personnel
- C. Determining control performance baselines and reporting requirements for regulatory compliance
- D. Evaluating control effectiveness and costs against potential business losses from unmitigated AI risk
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Self Test Engine is suitable for windows operating system, running on the Java environment, and can install on multiple computers.
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