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Updated: Oct 10, 2026

No. of Questions: 328 Questions & Answers with Testing Engine

Download Limit: Unlimited

Choosing Purchase: "Online Test Engine"
Price: $69.00 

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AAIA Practice Q&A's

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ISACA AAIA Exam Syllabus Topics:

TopicDetails
Topic 1
  • Auditing Tools and Techniques: This section of the exam measures the skills of AI auditors and centers on auditing AI systems using appropriate tools and methods. It includes audit planning and design, sampling methodologies specific to AI, collecting audit evidence, using data analytics for quality assurance, and producing AI audit outputs and reports, including follow-up and quality control measures.
Topic 2
  • AI Operations: It covers managing AI-specific data needs—including collection, quality, security, and classification—applying development lifecycle methodologies with privacy and security by design, change and incident management, testing AI solutions, identifying AI-related threats and vulnerabilities, and supervising AI deployments.
Topic 3
  • AI GOVERNANCE AND RISK: It encompasses understanding different AI models and their life cycles, guiding AI strategy, defining roles and policies, managing AI-related risks, overseeing data privacy and governance, and ensuring adherence to ethical practices, standards, and regulations.

Reference: https://www.isaca.org/credentialing/aaia

ISACA AAIA Exam Overview:

Certification Vendor:ISACA
Exam Name:ISACA Advanced in AI Audit
Exam Number:AAIA
Passing Score:450 (scaled, range 200–800)
Exam Price:US$459 (member) / US$599 (non-member)
Available Languages:Chinese, Spanish, English
Exam Format:Computer-based testing, Scenario-based questions, Multiple-choice questions
Certificate Validity Period:3 years
Related Certifications:FCCA
CIA
CPA
CISA
ACCA
Real Exam Qty:90
Exam Duration:150 minutes
Recommended Training:AAIA Official Review Course
AAIA Review Manual
Exam Registration:ISACA Official Registration
Sample Questions:ISACA AAIA Sample Questions
Exam Way:Computer-based; PSI test centers or remote proctored (remote not available in India, Mainland China, Hong Kong)
Pre Condition:Hold active CISA, CIA, CPA, ACCA, FCCA or equivalent qualified certification with IT audit/advisory focus
Official Syllabus URL:https://www.isaca.org/credentialing/aaia/aaia-exam-content-outline

ISACA Advanced in AI Audit Sample Questions:

Question #1

An organization is conducting an audit of an AI decision-making system being used for talent recruitment. Which of the following is MOST critical to evaluate in order to ensure the system meets stakeholder needs?

  • A. Predictive accuracy
  • B. Input validation
  • C. Decision fairness
  • D. Decision timeliness
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

Which of the following is the BEST way to ensure an AI model's outputs are effectively controlled for bias?

  • A. Model training is restricted to data containing real-world human decisions.
  • B. Accuracy ranges for various demographic groups are similar.
  • C. Technical details of model development processes are transparent.
  • D. The organization's AI policies include a clear definition of fairness.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

When reviewing contracts or other lengthy documentation in the planning phase, which of the following tools would BEST extract relevant information?

  • A. Autoregressive sequencing model
  • B. Predictive analytics
  • C. Natural language processing
  • D. Robotic process automation (RPA)
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

An IS auditor is evaluating a large language model (LLM) before deployment. Which of the following is the MOST secure way to manage agency for the model?

  • A. Use LLMs to manage data feeds and sources.
  • B. Rely on LLMs to automatically manage authorization and privilege checks.
  • C. Ensure the LLM is trained on adversarial datasets.
  • D. Ensure authorization and privilege checks are performed independently of the LLM.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #5

An organization uses an AI image generation platform to create promotional materials. An IS auditor identifies that the platform includes copyrighted images in its training data. Which of the following is the auditor's BEST recommendation to address this issue?

  • A. Use a platform that certifies the provenance and licensing of its training data.
  • B. Suspend the use of the platform until the training data is sanitized.
  • C. Label all AI-generated images to disclaim the possibility of third-party content.
  • D. Implement a manual review process to ensure no copyrighted images are used in generated outputs.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Frequently Asked Questions

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Yes, you will enjoy one year free update after purchase. If there is any update, our system will automatically send the updated study material to your payment email.

What kinds of study material TrainingQuiz provides?

Test Engine: AAIA study test engine can be downloaded and run on your own devices. Practice the test on the interactive & simulated environment.
PDF (duplicate of the test engine): the contents are the same as the test engine, support printing.

What's the applicable operating system of the AAIA test engine?

Online Test Engine can supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser. You can use it on any electronic device and practice with self-paced.
Online Test Engine supports offline practice, while the precondition is that you should run it with the internet at the first time.
Self Test Engine is suitable for windows operating system, running on the Java environment, and can install on multiple computers.
PDF Version: can be read under the Adobe reader, or many other free readers, including OpenOffice, Foxit Reader and Google Docs.

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Practice Exam - review exam questions one by one, see correct answers.

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