Isaca AAIR Practice Test Questions Answers
Exam Code: AAIR
(Updated 90 Q&As with Explanation)
Exam Name: ISACA Advanced in AI Risk
Last Update: 18-Jun-2026
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AAIR Overview
ISACA AAIR Exam Overview
| Category | Details |
|---|---|
| Exam Name | ISACA Advanced in AI Risk (AAIR) |
| Issuing Body | ISACA |
| Certification Level | Advanced / Specialized |
| Purpose | Validates expertise in identifying, assessing, and managing AI-related risks in enterprise environments |
| Focus Areas | AI governance, AI risk management, model risk, ethics in AI, regulatory compliance, AI security, and responsible AI frameworks |
| Target Audience | Risk professionals, IT auditors, cybersecurity professionals, AI governance specialists |
| Prerequisites | Recommended: experience in IT risk, audit, cybersecurity, or AI governance (not always mandatory) |
| Difficulty Level | Advanced |
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Isaca AAIR Exam Topics Breakdown
| Domain | Topics Covered | Skills Tested | Importance |
|---|---|---|---|
| AI Risk Governance | AI governance frameworks, policies, accountability structures | Establishing AI oversight models | High |
| AI Risk Identification | AI model risks, bias, data quality risks | Identifying AI-related vulnerabilities | High |
| AI Risk Assessment | Risk analysis methodologies for AI systems | Evaluating likelihood and impact of AI risks | High |
| AI Model Lifecycle Risk | Development, training, deployment, monitoring risks | Managing risk across AI lifecycle | High |
| AI Ethics & Compliance | Responsible AI, fairness, transparency, explainability | Ensuring ethical AI use | Medium–High |
| AI Security Controls | Security controls for AI systems and data | Protecting AI systems from attacks | High |
| Monitoring & Reporting | Continuous monitoring, audit, reporting frameworks | Ongoing risk tracking and compliance reporting | Medium |
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