AAIR AI Risk Governance And Framework Integration Practice Question
When designing an AI Risk Reporting dashboard for senior management, which TWO of the following should be visualized?
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
✓
Status of compliance certifications for high-risk models.
Management needs to see the current risk levels and compliance status in a summarized format.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Server uptime percentages.
Why it's wrong here
Uptime is IT operational performance, not AI risk reporting.
- ✗
Raw model prediction scores for every transaction.
Why it's wrong here
Raw data is too granular for a management dashboard.
- ✓
Status of compliance certifications for high-risk models.
Why this is correct
Compliance status is a key regulatory and board-level indicator.
- ✓
Aggregate risk score per business unit.
Why this is correct
Aggregated scores show which parts of the business need more oversight.
- ✗
Employee training attendance logs.
Why it's wrong here
Training logs are HR metrics, not AI risk metrics.
About these practice questions
One of 199 original AAIR 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 AAIR 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 AAIR exam.