AAIR AI Risk Governance And Framework Integration Practice Question
An organization discovers that an AI model has learned a bias from training data. Per the AI Risk framework, what should be the immediate priority of the Governance function?
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
✓
Suspend the model's usage and conduct a formal root cause analysis.
Stopping the risk is the priority, followed by a root cause analysis to adjust the governance or training processes.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Suspend the model's usage and conduct a formal root cause analysis.
Why this is correct
Suspending the model prevents further harm while an investigation occurs.
- ✗
Wait for the quarterly board report to inform the board.
Why it's wrong here
Immediate risk requires immediate mitigation, not waiting for reports.
- ✗
Fire the AI development team.
Why it's wrong here
Personnel action is not a risk control strategy.
- ✗
Retrain the model on the same data set to see if it fixes itself.
Why it's wrong here
Retraining on the same data will produce the same biased result.
About these practice questions
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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.