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Exam Code: AAIA
Exam Name: ISACA Advanced in AI Audit (AAIA)
Price: $68.00 $58.88
Exam Questions: 180 Q&As
Last Updated: 2026-10-08
AAIA Practice Questions for AI Audit Professionals
Preparing for AAIA is less about memorizing AI terms and more about making sound audit judgments.
In a question about an AI system, several issues may be present at the same time. A weak governance process, poor data controls and an operational failure can all be relevant. The task is to identify what the auditor should focus on first, what evidence is needed and who is responsible for acting.
This AAIA question bank gives you 180 multiple-choice practice questions with answers and explanations. It is designed for candidates who already understand the basics of audit and want to practice applying them to AI-related scenarios.
What you receive
180 AAIA practice questions
The questions cover the three areas of the AAIA exam outline: AI governance and risk, AI operations, and AI auditing tools and techniques.
You will work through scenarios involving accountability, data governance, privacy, testing, monitoring, incident response, audit evidence and reporting.
Answers with explanations
Each question includes a recommended answer and an explanation of the reasoning behind it.
The explanations are there to help you compare close options, not just check whether you were right. In audit questions, an answer can be technically possible and still be weaker than another option because it does not address the main risk or sits outside the auditor's role.
PDF study material
Use the PDF to study by topic, make notes or review questions away from your desk. It can be read on a computer, tablet or phone, and printed if you prefer working on paper.
Exam simulator
The simulator is useful once you have covered the individual domains and want to practice under time pressure. It lets you work through questions in a more exam-like setting.
Three months of updates
Your purchase includes three months of access to corrections and revisions made to the question bank.
What the questions focus on
AAIA questions often turn on small but important distinctions:
● Who owns the decision or risk
● Whether an action addresses the cause or only the symptom
● What the auditor is actually being asked to assess
● Whether the evidence supports the audit objective
● Which action should happen first
Those are the areas where plausible answers tend to separate. The aim is not to make every question difficult for its own sake. It is to make the reasoning clear enough that you can recognize the same issue in a different scenario.
Coverage of the AAIA domains
AI governance and risk
This section covers accountability, policy, risk ownership, privacy, data governance and responsible AI. Questions may ask whether an organization has made the right governance decision before moving into implementation.
AI operations
This area covers data management, the AI lifecycle, change management, monitoring, testing, vulnerabilities and incident response. The key question is often whether the solution is operating within approved requirements and whether problems can be detected and handled properly.
AI auditing tools and techniques
This section covers audit planning, scope, sampling, testing, evidence, analytics and reporting. It focuses on choosing evidence that is relevant to the audit objective and sufficient to support a conclusion.
Who this material is for
This question bank is intended for IT audit, internal audit, technology risk, assurance and advisory professionals who work with AI systems or AI-enabled business processes.
It assumes that you already understand basic audit concepts. If you are new to audit, the questions can show you what AAIA covers, but they should not replace foundational audit study.
How to use the question bank
Start with one domain rather than taking all 180 questions at once. Review the explanation while you still remember why you chose an answer.
When you get a question wrong, identify the reason. You may have missed the underlying principle, misunderstood the auditor's role or selected an option that was reasonable but not the best response. Treating those as different problems makes review more useful.
Use timed practice after you can explain most answers without relying on memory.
Try a few questions first
Start with the free AAIA practice questions to see how the scenarios and explanations work before deciding whether the full set is right for you.
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