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ISACA Advanced in AI Audit : AAIA
- Exam Code: AAIA
- Exam Name: ISACA Advanced in AI Audit
- Updated: Oct 11, 2026
- Q & A: 328 Questions and Answers
About ISACA AAIA Exam
Good practice material does more than quiz you — it consolidates your IT knowledge into something usable. The AAIA question bank at VCETorrent is built for exactly that, with expert-verified answers aligned to the ISACA Advanced in AI Audit blueprint.
ISACA AAIA Exam Overview:
| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Audit |
| Exam Number: | AAIA |
| Exam Duration: | 120 minutes |
| Real Exam Qty: | 90 |
| Passing Score: | 65% |
| Exam Format: | Computer-Based, Multiple Choice, Remotely Proctored |
| Available Languages: | English |
| Related Certifications: | CISA CPA CIA ACCA FCCA |
| Sample Questions: |  |
| Exam Way: | Online remotely proctored computer-based exam |
| Pre Condition: | Candidates must hold an active CISA certification or another qualified audit-related designation such as CIA, CPA, ACCA, FCCA, Canadian CPA, Australian CPA/FCPA, or Japanese CPA. |
| Official Syllabus URL: | https://www.isaca.org/credentialing/aaia |
ISACA AAIA Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: AI Governance and Risk | - AI Governance Frameworks
|
| Topic 2: AI Operations | - AI System Lifecycle
|
| Topic 3: AI Auditing Tools and Techniques | - AI Audit Planning
|
AAIA Exam Essentials: Format, Topics, and Policies
The current exam information lists 90 questions for the AAIA exam, with 120 minutes minutes allowed. Practicing against the clock at home builds the pacing habits that exam day rewards.
The ISACA Advanced in AI Audit blueprint covers these main domains:
- AI Governance and Risk
- AI Operations
- AI Auditing Tools and Techniques
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ISACA lists the following prerequisites for the ISACA Advanced in AI Audit: Candidates must hold an active CISA certification or another qualified audit-related designation such as CIA, CPA, ACCA, FCCA, Canadian CPA, Australian CPA/FCPA, or Japanese CPA..
Check the official certification page for the latest requirements before booking.
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ISACA Advanced in AI Audit Sample Questions:
Question #1
Which of the following is the BEST use of AI to audit relationships for conflicts of interest or collusion?
- A. Graph analytics
- B. Monte Carlo simulation
- C. Time series analysis
- D. Correlation matrix
Correct Answer: A 🗳️
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Question #2
When an IS auditor reviews audit evidence gathered by AI, which of the following practices should the auditor perform to ensure the reliability of the evidence?
- A. Interview the organizational management team.
- B. Review the AI model card.
- C. Evaluate the completeness of the evidence collection procedure.
- D. Validate the evidence against source documents.
Correct Answer: D 🗳️
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Question #3
Which of the following BEST helps in detecting AI model drift?
- A. Establishing a model performance baseline and implementing continuous monitoring
- B. Evaluating model accuracy rates for stability and performing qualitative data analysis
- C. Using linear regression techniques and conducting cluster analysis
- D. Engaging periodic external reviews of model outputs and identifying root causes
Correct Answer: A 🗳️
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Question #4
A retailer's AI pricing engine recommends unusually large discounts in certain regions. An audit reveals that most historical sales data used for model training came from large urban areas, while smaller regions were represented by very few or no sales records. Which of the following is the MOST likely cause of this issue?
- A. Labeling inconsistencies in regional identifiers
- B. Model drift from recent changes in customer demand
- C. Overfitting of the model resulting in misrepresentation of sales records
- D. Data scarcity in the training set that causes the model to be unable to learn regional patterns
Correct Answer: D 🗳️
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Question #5
What is the PRIMARY purpose of a "red team" exercise for an AI system?
- A. To proactively probe the AI system for vulnerabilities, biases, and harmful outputs using adversarial techniques
- B. To review the marketing strategy
- C. To test network firewalls
- D. To conduct a financial audit
Correct Answer: A 🗳️
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