AAIA AI Auditing Tools And Techniques Practice Question
An auditor is evaluating bias in a model deployed on AWS SageMaker. Which tool should be used to generate a report on pre-training and post-training bias metrics?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
SageMaker Clarify
SageMaker Clarify provides specific bias detection capabilities for both training data and model predictions.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
SageMaker Model Monitor
Why it's wrong here
Model Monitor detects drift in production, not inherent bias metrics.
- ✓
SageMaker Clarify
Why this is correct
SageMaker Clarify is the standard tool for detecting bias in AWS-hosted models.
- ✗
AWS Glue DataBrew
Why it's wrong here
Glue DataBrew is for data preparation, not model bias auditing.
- ✗
Amazon Inspector
Why it's wrong here
Inspector is for infrastructure vulnerability scanning.
About these practice questions
One of 209 original AAIA practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official ISACA exam blueprint
This AAIA practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AAIA exam.