AAIR AI Risk Governance And Framework Integration Practice Question
When reporting AI risk to the board, which approach best demonstrates 'Risk Culture' maturity?
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
✓
Presenting a heatmap showing residual risk levels against the defined enterprise risk appetite.
Risk culture maturity is demonstrated by transparently reporting not just incidents, but the effectiveness of the risk management process itself, including the 'Risk Appetite' vs. 'Actual Risk' gap.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Listing all AI projects currently in production with their budget spend.
Why it's wrong here
This is financial reporting, not risk governance reporting.
- ✗
Reporting solely on the number of successful cyber attacks against the AI infrastructure.
Why it's wrong here
This is focused on security incidents, not holistic risk management or culture.
- ✓
Presenting a heatmap showing residual risk levels against the defined enterprise risk appetite.
Why this is correct
This shows an understanding of risk management and governance maturity.
- ✗
Providing a list of all AI models currently undergoing training.
Why it's wrong here
This is operational data, irrelevant to board-level risk oversight.
About these practice questions
This AAIR question is part of Courseiva's 199-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. 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.