Isaca AAIA Real Exam Questions [Feb 2026 Update]

What is the ISACA AAIA Exam, and What Will You Learn from It?

The ISACA Artificial Intelligence Auditor (AAIA) certification is a specialized credential that validates your ability to audit, assess, and manage risks related to artificial intelligence (AI) systems. As organizations increasingly integrate AI into operations, the need for professionals who can evaluate AI systems for governance, transparency, ethics, compliance, and security has become critical.

Through the AAIA exam, you will learn how to apply auditing principles to AI systems, assess AI model reliability, manage algorithmic risk, and ensure responsible AI implementation. This certification bridges the gap between AI technology and audit governance, making it ideal for professionals working in IT audit, cybersecurity, compliance, and AI risk management.

Exam Snapshot

Prerequisites Before Taking the ISACA AAIA Exam

While there are no strict prerequisites, ISACA recommends that candidates have:

• Basic understanding of AI systems and machine learning concepts.
• Knowledge of IT audit principles and governance frameworks (COBIT, ISO 27001, NIST).
• Familiarity with data protection regulations such as GDPR or AI-specific governance guidelines.

Professionals with backgrounds in IT audit, cybersecurity, or AI system development will find this certification particularly valuable.

Main Objectives and Domains You Will Study for the ISACA AAIA Exam

The AAIA exam evaluates your expertise in assessing, auditing, and managing AI systems across governance, compliance, and operational domains.

Topics to Cover in Each AAIA Exam Domain

1. Domain 1: AI Fundamentals and Governance
   • Core AI concepts: algorithms, data models, and learning methods.
   • Understanding AI governance structures and ethical principles.
   • Roles and responsibilities in AI governance and compliance.
2. Domain 2: AI Risk Management and Control
   • Identifying and assessing risks in AI models and data pipelines.
   • Designing risk mitigation strategies.
   • Implementing control frameworks for AI system integrity.
3. Domain 3: AI System Lifecycle Audit
   • Evaluating AI system development, deployment, and maintenance processes.
   • Assessing data integrity, model bias, and performance monitoring.
   • Applying assurance techniques throughout the AI lifecycle.
4. Domain 4: AI Ethics, Bias, and Compliance
   • Detecting algorithmic bias and ensuring fairness in AI systems.
   • Reviewing compliance with ethical AI frameworks and data protection laws.
   • Assessing transparency, accountability, and explainability in AI systems.
5. Domain 5: Emerging Technologies and Future Governance Models
   • Understanding evolving AI regulations and international standards.
   • Integrating AI audits with cybersecurity and data governance frameworks.
   • Preparing for AI-driven digital transformation initiatives.

Changes in the Latest Version of the AAIA Exam

Since the AAIA exam was introduced recently, ISACA continuously updates its content to reflect advancements in AI regulation, risk, and governance. The latest updates include:

• New topics on Generative AI auditing, AI model governance, and data ethics.
• Expanded coverage of AI risk management frameworks.
• Inclusion of real-world case studies and scenario-based questions.
• Alignment with ISO/IEC 42001 AI Management System Standard.

These updates ensure that certified professionals remain aligned with global AI governance practices.

Register and Schedule Your ISACA AAIA Exam

To register for the AAIA exam, visit the official ISACA website.

Steps to register:

1. Log in or create your ISACA account.
2. Navigate to ISACA Certifications → Artificial Intelligence Auditor (AAIA).
3. Select “Schedule Exam” and choose your preferred testing option (remote or center).
4. Select your date and time.
5. Complete the payment and confirm your registration.

Exams are available on-demand, so you can schedule them at your convenience.

ISACA AAIA Exam Cost, and Can You Get Any Discounts?

ISACA members benefit from discounted pricing and access to exclusive preparation resources.

Prepare confidently with realistic practice questions and timed practice tests from Cert Empire, trusted by professionals to strengthen exam readiness and understanding of complex AI audit scenarios.

Exam Policies You Should Know Before Taking the AAIA Exam

• The exam includes 75 multiple-choice and scenario-based questions.
• You must score 65% or higher to pass.
• You can retake the exam following ISACA’s retake policy.
• The certification is valid for life and does not require renewal.
• The exam can be taken online with remote proctoring or at authorized centers.

What Can You Expect on Your ISACA AAIA Exam Day?

On exam day, you’ll need:

• A stable internet connection, webcam, and valid government-issued ID.
• A quiet environment for remote proctoring.

Expect questions based on AI auditing, governance, and compliance scenarios. You’ll analyze AI system behaviors, evaluate model risks, and apply governance principles to ensure fairness and accountability.

Results are provided immediately after the exam, and successful candidates receive a digital certificate issued by ISACA.

Plan Your AAIA Study Schedule Effectively with 5 Study Tips

Tip 1: Start with the ISACA AAIA Study Guide to understand the exam framework and objectives.
Tip 2: Learn key AI and machine learning concepts, focusing on governance and risk.
Tip 3: Study case studies of AI ethics and audit challenges to strengthen your real-world understanding.
Tip 4: Use practice questions to test your knowledge across domains.
Tip 5: Take timed practice tests from Cert Empire to build exam stamina and identify weak areas.

Best Study Resources You Can Use to Prepare for ISACA AAIA

• ISACA Artificial Intelligence Auditor Study Guide
• ISACA Online Training and Webinars
• AI Governance and Risk Management Framework (COBIT 2019 + ISO/IEC 42001)
• Practice Questions and Practice Tests from Cert Empire
• NIST AI Risk Management Framework
• Research papers on Ethical and Responsible AI

These materials provide both theoretical and practical knowledge to prepare effectively for the AAIA exam.

Career Opportunities You Can Explore After Earning ISACA AAIA

With the growing adoption of AI, organizations urgently need professionals who can ensure AI system compliance, accountability, and integrity. After earning the AAIA certification, you can pursue roles such as:

• AI Risk Auditor
• Data Governance Specialist
• AI Compliance Manager
• AI Ethics and Policy Consultant
• Technology Risk Analyst
• IT Audit Manager (AI-focused)

This certification positions you as a trusted expert in AI assurance and risk governance, a rapidly expanding field across industries.

Certifications to Go for After Completing ISACA AAIA

After earning the AAIA certification, you can advance your career by pursuing:

• ISACA CRISC (Certified in Risk and Information Systems Control)
• ISACA CISM (Certified Information Security Manager)
• ISACA CGEIT (Certified in the Governance of Enterprise IT)
• COBIT 2019 Design and Implementation
• ISO/IEC 42001 AI Management System Implementer

These advanced certifications complement your AAIA by deepening your governance and risk expertise.

How Does ISACA AAIA Compare to Other AI or IT Governance Certifications?

The ISACA AAIA stands out as one of the few globally recognized certifications dedicated to auditing and governing AI systems. While other programs focus on AI development or data science, AAIA uniquely addresses AI risk, ethics, and audit assurance.

It’s the perfect choice for professionals who want to combine AI knowledge with IT audit and compliance expertise, making it highly relevant in today’s governance-driven digital landscape.

Get exam-ready with verified ISACA AAIA practice questions and full-length practice tests from Cert Empire.

Empower your career with the knowledge to lead AI audits confidently and ethically.

Why Practice Exam Questions Are Essential for Passing ISACA AAIA Exam in 2026

Passing the AAIA certification isn’t about memorizing terms or rot learning, it’s about developing the analytical skills required of an AI auditor and assurance professional. Loaded with detailed explanations and extensive references, Cert Empire’s AAIA Exam Questions are designed to help you think like an actual AI assurance and governance expert. These practice questions mirror the ISACA exam pattern, guiding you through what’s required to pass the exam on your first attempt.

Prepare Smarter with Exam Familiar Quiz

The AAIA exam is challenging and broad, but consistent practice transforms that difficulty into strength. By regularly solving real exam-style questions, you’ll improve your pacing, reduce anxiety, and recognize recurring question logic. Over time, the format will feel second nature, allowing you to focus on accuracy instead of uncertainty on exam day.

Master Every Domain with Real Exam Logic

The AAIA practice questions cover all official domains in the correct proportion. This means you’re not just preparing one domain, but all of them, making your exam preparation comprehensive.

What’s Included in Our AAIA Exam Prep Material

It’s not just a question blob that we offer, but a whole experience that transforms your exam preparation. For more insights into our approach and study tools, you can dive into Cert Empire to explore everything available on our site. Here is exactly what you get:

PDF Exam Questions

• Instant Access: Start preparing right after purchase with immediate delivery.
• Study Anywhere: Access the soft form questions from your phone, laptop, or tablet.
• Printable Format: Ideal for offline review and personal note-taking, and especially if you prefer to study from hard-form documents.

Interactive Practice Simulator

• Question Simulation: Our online AAIA exam practice simulator is designed to help you interactively review and prepare for the exam with tailored features such as show/hide answers, see correct answers etc.
• Flashcard-like Practice: Save your toughest questions and revisit them until you’ve mastered each domain.
• Progress Tracking: The progress tracking feature of our quiz simulator lets you resume your study journey right from where you left.

3 Months of Unlimited Access

Enjoy full, unrestricted access for three months, long enough to practice, revise, and retake simulations until you are satisfied with your results.

Regular Updates

Artificial Intelligence auditing and assurance is an ever-evolving field, so being current is the cornerstone of AAIA exam prep. Being mindful of that, CertEmpire’s certified exam coaches keep the content of the practice questions up to date with the latest exam requirements so that you always have the latest exam questions and resources available to you.

Free Practice Tests

To make the decision easy for you, we offer free practice tests for the AAIA exam. Look at the right side-bar and you will find the free practice test button that will take you to a sample free AAIA practice test. You can also view all practice tests available on our site for a broader range of exams. Go through the free AAIA exam questions section and discover the richness of our practice questions.

Free Exam Guides

Cert Empire offers free exam preparation guides for AAIA. You can find a trove of AAIA related exam prep resources at our website in our blog section. From tailored study plans for success in AAIA to exam day guidelines, we have covered it all. Cherry on the top, you do not have to be our customer to access this material, and it is free for all.

Important Note

Our AAIA Exam Questions are updated regularly to match the latest ISACA exam version.

The Cert Empire content team, led by certified AAIA professionals, has taken the newest release and added updated concepts, frameworks, and AI governance principles, ethical auditing standards, and control mechanisms to ensure relevance.

✔ Each question includes detailed reasoning for both correct and incorrect options, helping you understand the full context behind every answer.
✔ Every solution links to official ISACA references, allowing you to expand your knowledge through verified documentation.
✔ Mobile-Compatible – Both the PDF and simulator versions are easy to use across smartphones, tablets, laptops, and even in printed form.

The AAIA remains one of the most respected and highest-paying certifications in artificial intelligence auditing, proving mastery of AI governance, assurance, and risk control.