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Real ISACA AAIR practice exam questions for easy pass!
Updated: Oct 04, 2026
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ISACA AAIR Exam Overview:
| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Risk™ Exam |
| Exam Number: | AAIR |
| Exam Price: | US$459 (Member), US$599 (Non-Member) |
| Certificate Validity Period: | 3 years |
| Available Languages: | English, Spanish |
| Exam Duration: | 150 minutes |
| Passing Score: | 450 (scaled score, max 800) |
| Real Exam Qty: | 90 |
| Related Certifications: | CRMP CGEIT CISM CRMA CISA CDPSE CRISC CGRC |
| Exam Format: | Multiple-choice, Scenario-based |
| 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 |
ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Risk Governance and Framework Integration | 37% | - AI Trustworthiness, Ethical and Societal Implications - AI Organizational Processes and Alignment - AI Policies, Procedures, and Organizational Training - AI Regulatory Compliance and Legal Considerations - AI Models, Frameworks, Strategies, and Use Cases - AI Ownership, Oversight, and Accountability |
| Topic 2: AI Risk Program Management | 42% | - AI Risk Assurance and Continuous Improvement - AI Risk Identification and Assessment - AI Risk Monitoring and Reporting - AI Risk Response and Mitigation |
| Topic 3: AI Life Cycle Risk Management | 21% | - AI Model Training, Testing, and Validation - AI Design, Development/Procurement, and Documentation - AI Data and Asset Management - AI Implementation, Maintenance, and Decommissioning |
ISACA Advanced in AI Risk Sample Questions:
Which of the following information is MOST important to add to an organizational business continuity plan (BCP) when adopting a customer-facing AI solution?
- A. Criteria for initiation of automated breach containment measures
- B. Secure access to alternate resources, multi-region failover, and sufficient load balancing
- C. Centralization of AI system failover mechanisms under a single cloud service provider
- D. Post-incident audits of AI system recovery times and accuracy metrics
Correct Answer: B 🗳️
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Which of the following is the MOST important reason to include AI-specific risk and compliance clauses in vendor contracts?
- A. Adherence to baseline AI security frameworks
- B. Attachment of obligations for governance structure creation
- C. Responsibility for anonymization of personal data used for model training
- D. Assignment of liability for breaches impacting models and training data
Correct Answer: D 🗳️
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Which of the following is the MOST important reason that risk practitioners should distinguish among traditional supervised models, unsupervised models, and large language models (LLMs) when assessing AI risk?
- A. Each type of model has different explainability, fairness, and resiliency profiles.
- B. Parameter counts and complexity vary widely between different model types.
- C. Data used for LLMs requires more extensive cleaning and preprocessing.
- D. Unsupervised models inherently introduce more hallucination risk.
Correct Answer: A 🗳️
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A risk practitioner is performing a business impact analysis (BIA) of potential service disruptions to an organization's AI-powered operational processes. Which of the following is MOST important to address in the BIA?
- A. Effects of AI system outages on core operations and associated recovery time targets
- B. General risk classification criteria and effective replacement cost of AI assets
- C. Incident response procedures that account for the tendency of AI incidents to scale quickly
- D. AI development life cycle records and evidence of change control in place
Correct Answer: A 🗳️
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Which of the following is the GREATEST organizational risk when privacy, cybersecurity, and legal teams are not integrated into the AI oversight committee?
- A. Operational inefficiency due to reluctance to accept non-critical risk
- B. Unclear accountability for AI control implementation
- C. Redundant AI acceptable use policies and guidelines
- D. Decentralized approval of changes to AI strategic initiatives
Correct Answer: B 🗳️
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