Updated: Aug 20, 2026
No. of Questions: 92 Questions & Answers with Testing Engine
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| Certification Vendor: | ISACA |
| Exam Name: | ISACA Advanced in AI Risk⢠Exam |
| Exam Number: | AAIR |
| Exam Duration: | 150 minutes |
| Available Languages: | English, Spanish |
| Exam Price: | US$459 (Member), US$599 (Non-Member) |
| Passing Score: | 450 (scaled score, max 800) |
| Exam Format: | Multiple-choice, Scenario-based |
| Real Exam Qty: | 90 |
| Certificate Validity Period: | 3 years |
| Related Certifications: | CISA CISM CRISC CGEIT CDPSE CRMP CRMA CGRC |
| Recommended Training: | AAIR Online Review Course AAIR Virtual Workshop AAIR Review Manual |
| Exam Registration: | Official Registration |
| Sample Questions: | ISACA AAIR Sample Questions |
| Exam Way: | Computer-based; authorized PSI testing centers or remote proctored (remote not available in India, Mainland China, Hong Kong) |
| Pre Condition: | Hold active, good-standing certification: CISA, CISM, CRISC, CGEIT, CDPSE, CRMP, CRMA, CGRC, CISSP, CERP, CRCM, PMI-RMP or other approved credentials |
| Official Syllabus URL: | https://www.isaca.org/credentialing/aair/aair-exam-content-outline |
| Section | Weight | Objectives |
|---|---|---|
| AI Risk Program Management | 42% | - AI Risk Response and Mitigation - AI Risk Assurance and Continuous Improvement - AI Risk Monitoring and Reporting - AI Risk Identification and Assessment |
| AI Life Cycle Risk Management | 21% | - AI Data and Asset Management - AI Model Training, Testing, and Validation - AI Implementation, Maintenance, and Decommissioning - AI Design, Development/Procurement, and Documentation |
| AI Risk Governance and Framework Integration | 37% | - AI Ownership, Oversight, and Accountability - AI Organizational Processes and Alignment - AI Trustworthiness, Ethical and Societal Implications - AI Policies, Procedures, and Organizational Training - AI Models, Frameworks, Strategies, and Use Cases - AI Regulatory Compliance and Legal Considerations |
1. Which of the following would be of GREATEST concern to a risk practitioner reviewing the testing and validation of an AI-driven technical support system?
A) Excessive dependence on manual sampling
B) Inaccurate outputs resulting from model drift
C) Infrequent incorporation of updated training datasets
D) Insufficient encryption of data at rest and in transit
2. An organization adopts a third-party AI service under a shared responsibility model. Which of the following is the MOST important area of focus for the risk practitioner?
A) Contractual clauses defining liability and remediation timelines
B) Testing data pathways for confidentiality, integrity, and provenance
C) Comprehensive staff training on operational procedures and escalation
D) Documented assignment of control ownership and decision authority
3. AI tools can BEST help to mitigate supply chain risk by:
A) automating routine inventory management tasks.
B) enhancing predictive capabilities to identify potential disruptions.
C) identifying historical physical and logical security control gaps.
D) performing sentiment analysis on supplier reputation and reviews.
4. Which of the following is the GREATEST risk when an organization lacks clearly defined accountability mechanisms for AI outputs and decisions?
A) Reduced availability
B) Legal liability
C) Ineffective model training
D) Intellectual property exposure
5. Which of the following is the GREATEST risk when an AI system requires a specific safeguard that cannot be put in place because of technical constraints?
A) Elevated residual exposure due to lack of effective controls
B) Deterioration of model accuracy due to restrictions on training datasets
C) Degraded user experience resulting from reduced system performance
D) Increased operational inefficiency and reliance on manual processes
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: A |
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