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Updated: Oct 06, 2026
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ISACA AAIR Exam Overview:
| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Risk (AAIR) Certification Exam |
| Exam Number: | AAIR |
| Real Exam Qty: | 90 |
| Exam Format: | Multiple-choice, Proctored exam (test center or remote where available), Computer-based testing |
| Related Certifications: | CRISC CGEIT CRMA CISM CDPSE CISA CGRC CISSP |
| Exam Price: | USD 459 (member) / USD 599 (non-member) |
| Exam Duration: | 150 minutes |
| Available Languages: | Spanish, Chinese (Simplified), English |
| Recommended Training: | AAIR Virtual Workshop (ISACA Training) AAIR QAE Practice Database (ISACA Learning Resources) AAIR Online Review Course (ISACA) |
| Exam Registration: | ISACA Certification Registration (MyISACA portal) ISACA AAIR Official Certification Page |
| Sample Questions: | ISACA AAIR Sample Questions |
| Exam Way: | Computer-based exam via PSI testing centers or remote proctoring (availability varies by region; some regions require test center only). |
| Pre Condition: | Candidates must hold one of ISACA or equivalent recognized certifications such as CISA, CISM, CRISC, CGEIT, CDPSE, CISSP, CRMA, CGRC, or other approved risk/security/audit designations, and have relevant IT risk or advisory experience. |
| Official Syllabus URL: | https://www.isaca.org/credentialing/aair |
ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Life Cycle Risk Management | - AI bias, drift, transparency, and control evaluation - AI model and data risk identification - AI development, deployment, and monitoring risks | |
| AI Risk Governance and Framework Integration | 37% | - AI Ownership, Oversight, and Accountability - AI Models, Frameworks, Strategies, and Use Cases - AI Organizational Processes and Alignment |
| AI Risk Program Management | 42% | - Enterprise AI risk program design - AI risk assessment and treatment strategies - AI risk monitoring and continuous improvement - AI governance communication and reporting |
ISACA Advanced in AI Risk Sample Questions:
Which of the following BEST mitigates privacy exposure when using datasets for AI model training that include personal information?
- A. Enforcing strict user authentication requirements
- B. Retaining metadata related to the structure of datasets
- C. Implementing robust de-identification controls
- D. Requiring human reviews before deployment
Correct Answer: C 🗳️
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Which of the following is the BEST way for a risk practitioner to communicate rapidly evolving changes to the organization ' s risk profile resulting from the use of generative AI?
- A. Include both critical and non-critical AI risk in reporting to ensure comprehensive risk coverage.
- B. Communicate root causes of unexpected generative AI model and algorithm behavior.
- C. Provide real-world examples of risk impacts from generative AI incidents and breaches.
- D. Outline future innovation plans and initiatives that leverage AI capabilities.
Correct Answer: C 🗳️
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Which of the following is MOST important when defining responsible roles for integrating third-party AI services into an organization ' s supply chain?
- A. Mandating cross-functional AI training for third-party staff
- B. Aligning organizational and third-party AI security policies
- C. Designating AI governance and risk ownership
- D. Standardizing migration and data transfer protocols
Correct Answer: C 🗳️
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A risk practitioner is evaluating training datasets for a new AI model. Which of the following approaches BEST reduces fairness risk during model development?
- A. Selection of a single provider for large volumes of training data to reduce variance
- B. Representative sampling strategies combined with bias mitigation controls
- C. Use of synthetic data to address training dataset imbalances
- D. Identification and resolution of data labeling inconsistencies
Correct Answer: B 🗳️
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An organization is launching multiple generative AI use cases. The risk practitioner needs to ensure that AI risk decisions align with business objectives and approved risk boundaries of the enterprise.
What is the best action to take?
- A. Increase investment in data integrity controls.
- B. Develop an AI-specific risk register and control roadmap.
- C. Adopt a reactive risk management approach.
- D. Include AI in risk appetite and tolerance.
Correct Answer: D 🗳️
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