Free AAIA practice test — 209+ AAIA practice questions with detailed explanations across all 3 official AAIA exam domains. Every set is scored and drawn from the live question bank — so you practise exactly what the exam tests, not outdated dumps.
Courseiva includes 209+ ISACA Advanced in AI Audit (AAIA) (AAIA) practice questions across the official exam domains.
Feature
Courseiva
This free AAIA practice test mirrors the structure and difficulty of the real ISACA Advanced in AI Audit (AAIA) (AAIA) exam. Every question is written against the official 2026 exam blueprint published by ISACA, ensuring you practise exactly what the exam tests — not last year's objectives.
The AAIA blueprint is divided into 3weighted domains. Questions on this page are distributed proportionally across each domain, so the mix you see here reflects the same weighting you'll face on exam day. High-weight domains like AI Auditing Tools And Techniques and AI Governance And Risk contribute the most questions, meaning focused practice on these areas gives you the highest return on study time.
AAIA Exam Blueprint — 3 Domains
AI Auditing Tools And Techniques
AI Governance And Risk
AI Operations
17 numbered sets, 3 domain question banks, and targeted sessions — every page is a unique set of questions.
Choose all correct answers
Each chapter page covers one topic in depth — theory, key concepts, and focused practice questions. Use these to close knowledge gaps before returning to full practice tests.
Getting the most from practice questions requires more than just clicking through answers. Here is the study method used by candidates who pass AAIA on their first attempt:
Answer before revealing
Read each AAIA question fully, eliminate obviously wrong choices, then commit to an answer before clicking to reveal. This active recall process is what builds lasting knowledge.
Read every explanation
Even when you answer correctly, read the full explanation. Knowing WHY the right answer is correct — and why the distractors are wrong — is what separates a 750 score from a 900 score.
Track weak domains
Note which AAIA domains you get wrong most often. Then do a targeted 20-30 question session focused only on that domain until your accuracy improves.
Simulate exam pacing
The real AAIA gives you roughly 0.6 minutes per question. Use the 60 or 120-question sessions to practise hitting that pace comfortably.
Most candidates who pass AAIA on their first attempt report doing between 400 and 800 practice questions over 4–8 weeks of preparation. With 209+ questions in the Courseiva bank, you have more than enough material to build that repetition without seeing the same question twice.
Answer each question to reveal the full explanation and correct answer. This starter set is drawn from all 3 exam domains in blueprint proportion. Use the session selector to start a longer focused practice run.
To verify the provenance of a model in Google Cloud Vertex AI, which service should the auditor inspect to review the lineage graph of the artifacts?
Select an answer to reveal the explanation
Which 'AI Risk Mitigation' strategy is most effective for reducing 'Data Leakage' in training sets?
Select an answer to reveal the explanation
An auditor finds that a model's 'input feature importance' has changed significantly after a retrain. What is the most appropriate action?
Select an answer to reveal the explanation
When reviewing an AI system log, what is the 'inference request' ID used for?
Select an answer to reveal the explanation
Which metric is commonly used to audit classification models?
Select an answer to reveal the explanation
What is the key difference between 'AI Ethics' and 'AI Compliance'?
Select an answer to reveal the explanation
You are auditing a model's 'Robustness' against adversarial attacks. Which test is most appropriate?
Select an answer to reveal the explanation
You are assessing the risk of 'Data Poisoning' in a retail AI model. Which control should you implement during the data ingestion pipeline to mitigate this risk?
Select an answer to reveal the explanation
Which operational process is required to ensure 'Data Privacy' when using user-generated data for model retraining?
Select an answer to reveal the explanation
When auditing model deployment, what is the primary purpose of 'Shadow Mode' testing?
Select an answer to reveal the explanation
Which of the following is a common 'drift' symptom an auditor should look for in production models?
Select an answer to reveal the explanation
What is a 'Model Repository' in an AI audit context?
Select an answer to reveal the explanation
You are auditing a deployment on Kubernetes using Kubeflow. Which component should the auditor examine to ensure that the pipeline steps are reproducible?
Select an answer to reveal the explanation
An auditor is evaluating an AI system for 'Model Inversion' risk. What is this?
Select an answer to reveal the explanation
What is the primary role of a 'Human-in-the-Loop' (HITL) audit requirement?
Select an answer to reveal the explanation
When auditing model explainability, why is it risky to rely solely on 'Global Feature Importance'?
Select an answer to reveal the explanation
An auditor is evaluating the 'Safety Filter' of an LLM. Which approach is most suitable for detecting 'jailbreak' vulnerabilities?
Select an answer to reveal the explanation
An organization is using 'Federated Learning' to maintain data privacy while training models. What is the primary audit risk associated with this architecture?
Select an answer to reveal the explanation
In an audit of differential privacy implementations, what is the 'epsilon' parameter used for?
Select an answer to reveal the explanation
Which technique is recommended for auditing 'data leakage' in a feature engineering pipeline?
Select an answer to reveal the explanation
Answer all 20 questions to see your domain score breakdown
A structured study plan dramatically increases your chances of passing AAIA on the first attempt. The most effective approach combines reading the official ISACA documentation or a study guide, watching video explanations for difficult concepts, and then reinforcing everything with daily practice questions.
We recommend the following weekly structure for AAIA preparation:
Cover each AAIA domain systematically. Read the exam objectives, watch explanatory content, and do 10–20 practice questions per domain to test understanding as you go.
Run full 50–60 question mixed sessions daily. Review every wrong answer in detail. Identify which domains are consistently scoring below 70% and revisit those study materials.
Do 100–120 question timed sessions to simulate real exam conditions. Aim for consistent scores above 80% before booking your exam date. A score above 80% in practice typically translates to a passing AAIA score.
On exam day, the AAIA tests your ability to apply knowledge to realistic scenarios — not just recall definitions. This is why reading explanations and understanding the reasoning behind every answer matters more than simply grinding question volume. Use the high-count sessions (100, 120) in the final weeks as your confidence benchmark.
Questions
200
On the real exam
Time limit
120 min
0.6 min per question
Passing score
700/1000
Scaled scoring
The AAIA exam uses a scaled scoring system — your raw score of correct answers is converted to a score out of 1000. A passing score of 700/1000 does not mean you need 70% of questions correct; the conversion accounts for question difficulty. Consistently scoring above 75–80% on practice tests puts you in a strong position to achieve 700/1000 on the real exam.
Scenario-based questions covering exam objectives with detailed answer explanations.
Yes. Courseiva provides free ISACA Advanced in AI Audit (AAIA) (AAIA) practice questions with explanations across the official exam domains. Start with a quick practice test, then continue with topic-based practice, mock exams, missed-question review, bookmarked questions, weak-topic recommendations, and readiness tracking. No account required. Create a free account to unlock per-domain analytics and progress tracking across every certification on the platform. Courseiva is free forever, supported by advertising.
Every question is written against the official AAIA exam blueprint published by ISACA. Our questions follow the same wording style, scenario complexity, and answer structure as the actual exam. They are original questions — not brain dumps — so you learn the underlying concepts and reasoning, not just memorised answers. Candidates who study with brain dumps often pass but have no transferable knowledge; Courseiva questions make you genuinely competent.
Most candidates who pass AAIA on their first attempt do 30–60 questions per day. Use the Quick 10 session for daily warm-ups when you are short on time. On study days, run a 50 or 60-question session to build stamina. Reserve 100 and 120-question sessions for the final two weeks when you want to simulate real exam conditions and benchmark your readiness.
The AAIA covers 3 domains: AI Auditing Tools And Techniques, AI Governance And Risk, AI Operations. Each domain carries a different weight, so allocate your study time accordingly. The highest-weighted domains — AI Auditing Tools And Techniques and AI Governance And Risk — should receive the most attention.
Exam dumps are memorised question-and-answer lists taken from actual exam papers, often obtained illegally and shared without ISACA's authorisation. Using them violates your NDA and ISACA's certification agreement, and can result in certification revocation. Courseiva questions are 100% original — written by certified engineers to test the same knowledge areas using new scenarios and wording. You learn the material, not just the answers.
Per-domain analytics, spaced repetition, daily challenges — and every other certification on the platform.
Sign Up FreeFree forever · Every certification included