ISACA

ISACA Advanced in AI Risk

AAIR

The ISACA Advanced in AI Risk (AAIR) certification empowers experienced IT risk professionals to lead on AI risk. It validates your ability to assess and manage AI-related risks across the enterprise, integrate AI risk into governance frameworks, and guide management through the evolving AI regulatory landscape. Earning AAIR positions you to turn AI risk into a strategic leadership capability.

Practice Free Questions

3Domains

16Objectives

109Practice pages

507Free questions

AAIR free practice questions

Choose any objective and open any question page — no sign-in required.

AI Models, Frameworks, Strategies, and Use Cases

32 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–32

AI Organizational Processes and Alignment

27 questions · 6 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–27

AI Ownership, Oversight, and Accountability

29 questions · 6 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–29

AI Policies, Procedures, and Organizational Training

35 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35

AI Regulatory Compliance and Legal Considerations

34 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–34

AI Trustworthiness, Ethical and Societal Implications (e.g., ESG)

17 questions · 4 pages

Questions 1–5 6–10 11–15 16–17

AI Design, Development/Procurement, and Documentation

25 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–25

AI Model Training, Testing, and Validation

42 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–42

AI Implementation, Maintenance, and Decommissioning

32 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–32

AI Data and Asset Management

41 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–41

AI Risk Scenario Identification and Assessment (e.g., threats, vulnerabilities, and attacks)

28 questions · 6 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–28

AI Risk Treatment Strategies

26 questions · 6 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–26

AI Controls Management (e.g., Evaluation, Selection, Validation)

30 questions · 6 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30

AI Risk Metrics, Monitoring, and Reporting

37 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–37

AI Supply Chain Risk Management (e.g., third party resources)

36 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–36

AI Incident Response, BIA, Business Continuity, and Disaster Recovery

36 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–36

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Percentages reflect share of the current practice bank, not official exam weightings. Every page above is a live, crawlable practice page (16 objectives · 109 pages).

ISACA Advanced in AI Risk

AAIR free practice questions

Domain 1 · AI Risk Governance and Framework Integration34% of practice bank · 6 objectives · 174 questions34%

Domain 2 · AI Life Cycle Risk Management28% of practice bank · 4 objectives · 140 questions28%

Domain 3 · AI Risk Program Management38% of practice bank · 6 objectives · 193 questions38%