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Exam Overview
Exam Code AAIA
Exam Name Advanced in AI audit (AAIA)
Vendor ISACA
Total Questions 180
Last Updated 26-Oct, 2026
Free AAIA Questions Get Premium Access
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Free AAIA Practice Questions

Explore 5 free practice questions for the ISACA AAIA exam and review the answers and explanations to support your preparation.

  1. Question 1

    Single answer

    To confirm the fairness of AI model decisions, the BEST way to collect reliable evidence during an AI audit is by:

    • Option A:

       Analyzing system metadata.

      Correct
    • Option B:

      Testing the model with a curated sample data set.

      Correct
    • Option C:

      Interviewing developers.

      Correct
    • Option D:

      Observing the system’s interactions with end users.

      Correct
    Show Answer & Explanation Hide Answer & Explanation

    Correct Answer: B

  2. Question 2

    Single answer

    Which of the following is the GREATEST risk associated with using AI in audit planning?

    • Option A:

      Increased planning costs

      Correct
    • Option B:

      Scope creep

      Correct
    • Option C:

      Incomplete data

      Correct
    • Option D:

      Limited knowledge

      Correct
    Show Answer & Explanation Hide Answer & Explanation

    Correct Answer: C

  3. Question 3

    Single answer

    Which of the following is the GREATEST risk associated with using AI in audit planning?

    • Option A:

      Increased planning costs

      Correct
    • Option B:

      Scope creep

      Correct
    • Option C:

      Incomplete data

      Correct
    • Option D:

      Limited knowledge

      Correct
    Show Answer & Explanation Hide Answer & Explanation

    Correct Answer: C

  4. Question 4

    Single answer

    During an audit of an investment organization's AI-powered software, an IS auditor identifies a potential security risk. What is the GREATEST risk associated with staff exfiltrating organizational data to a generative AI tool?

    • Option A:

      Data contamination due to biased AI model outputs

      Correct
    • Option B:

       Unauthorized data disclosure

      Correct
    • Option C:

      Potential business disruptions 

      Correct
    • Option D:

      Excessive reliance on AI-generated insights 

      Correct
    Show Answer & Explanation Hide Answer & Explanation

    Correct Answer: B

  5. Question 5

    Single answer

    From a data appropriateness and bias perspective, which of the following should be of GREATEST concern when reviewing an AI model used in a credit scoring system? 

    • Option A:

      The model incorporates the applicant's loan history to assess spending habits.

      Correct
    • Option B:

      The model utilizes historical credit data to predict future credit behavior. 

      Correct
    • Option C:

      The model considers the applicant's income level as a key factor in the credit decision.

      Correct
    • Option D:

      The model uses postal codes as a primary factor in determining creditworthiness.

      Correct
    Show Answer & Explanation Hide Answer & Explanation

    Correct Answer: D