AAIA Real Exam Questions
Advanced in AI Audit (AAIA). Everything you need to prepare, practice, and pass.
100
Questions
4
Exam Domains
Included
Explanations
Ready to practice?
100+ questions with detailed explanations
Start NowFrom $49.99 USD · refund policy applies
Browse all 100 AAIA questions
Certification Overview
The AAIA exam focuses on auditing generative AI and machine learning systems through a governance and risk management lens. Expect questions on AI strategy alignment, control design for bias and data quality, audit planning for AI models, and assurance reporting that addresses ethical AI and regulatory compliance. The exam emphasizes practical audit procedures and governance structures rather than AI technical development.
What This Certification Proves
The AAIA certification validates expertise in auditing, governing, and managing risks associated with artificial intelligence systems, particularly generative AI. This credential demonstrates competency in evaluating AI controls, ethics, data quality, and bias—critical skills as organizations deploy AI at scale and face regulatory scrutiny.
Who Should Take This Exam
IT audit professionals, internal auditors, and governance specialists with 2+ years of audit or risk management experience who are expanding into AI governance. Ideal for those in organizations implementing AI solutions who need to understand audit and control frameworks for emerging AI technologies.
Topic Breakdown
4 domains covering 100 questions
| Domain | Questions | Weight |
|---|---|---|
| Ai Risk Management And Controls | 52 | 52% |
| Ai Audit Planning And Execution | 26 | 26% |
| Ai Strategy And Governance | 21 | 21% |
| Ai Audit Reporting And Assurance | 1 | 1% |
Study Plans
Choose a study plan that matches your schedule and experience level
30 Days
Intensive Sprint
Week 1-2
- Master fundamentals: Ai Risk Management And Controls
- Read Isaca official documentation
- Complete 4 questions daily
Week 3
- Deep dive: Ai Audit Planning And Execution
- Review weak areas from results
- Take 2 full-length exams
Week 4
- Review all flagged questions
- Timed exams to build stamina
- Final revision of key concepts
60 Days
Balanced Approach
Week 1-2
- Survey all exam domains
- Set up study environment
- Begin with foundational topics
Week 3-4
- Focus: Ai Risk Management And Controls
- Focus: Ai Audit Planning And Execution
- 2 questions daily
Week 5-6
- Focus: Ai Strategy And Governance
- Hands-on labs if applicable
- Review explanations for wrong answers
Week 7-8
- Complete all 100 questions
- Identify and eliminate weak areas
- Take 3 full-length timed tests
90 Days
Comprehensive Study
Month 1
- Learn all exam domains at a comfortable pace
- Build strong foundational knowledge
- 2 questions daily
Month 2
- Deep dive into each domain
- Hands-on practice and labs
- Take weekly timed exams
Month 3
- Work through all 100 questions
- Identify and eliminate weak areas
- Take 3 full-length timed exams
AAIA-Specific Tips
- Focus heavily on AI governance frameworks and ethical AI principles—these span multiple domains and represent core exam themes
- Study data quality and bias detection as audit procedures; the exam tests how to identify and control AI risks, not just conceptual knowledge
- Deep-dive into ISACA's AI governance guidance and any published AAIA study materials; leverage the 100 practice questions to identify weak areas
- Connect audit planning concepts to AI-specific risk assessment (model drift, training data bias, transparency); the exam links traditional audit to AI controls
- Practice identifying data privacy and governance issues in AI workflows; expect scenario-based questions on evaluating data lineage and consent
- Review regulatory and ethical frameworks (GDPR, responsible AI principles) in the context of audit scope and assurance reporting
- Take timed practice exams under test conditions—at 2.8 difficulty, timing and question interpretation matter more than advanced technical depth
Relevant Career Roles
Sample Questions
Try 5 free questions from the AAIA question bank
Which of the following strategies used by modelers to enhance data accuracy has the GREATEST risk of bias and information loss?
A healthcare organization uses data clustering to group patients by medical history for personalized treatment recommendations. Which of the following is the GREATEST privacy risk associated with this practice?
A generative AI system has a validation control in place to reject inappropriate questions by checking them against built-in ethical standards. Which of the following enables malicious actors to circumvent this control through prompt engineering?
Which AI model type is most appropriate for generating realistic synthetic data that mimics training distributions?
An IS auditor is interviewing management about implemented controls around machine learning (ML) models deployed in the production environment. Which of the following schedules for reviewing the performance of a deployed model would be of GREATEST concern to the auditor?
Related Certifications
Other Isaca certifications you might be interested in
CISM
Certified Information Security Manager (CISM)
From $49.99
CGEIT
Certified in the Governance of Enterprise IT Exam
From $49.99
CISA
Certified Information Systems Auditor (CISA)
From $49.99
CRISC
Certified in Risk and Information Systems Control
From $49.99
CDPSE
Certified Data Privacy Solutions Engineer (CDPSE)
From $49.99
COBIT-2019
COBIT 2019 Foundation Exam
From $49.99
AAIA FAQ
Ready to pass AAIA?
Join thousands of professionals who passed their certification exam with NerdExam.
Get AAIA Exam Questions