AAIR AI Risk Governance And Framework Integration Practice Question
A firm is integrating AI into its ERM (Enterprise Risk Management). What is the primary benefit of a 'Common Risk Taxonomy' for AI?
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
✓
It ensures consistent risk identification, communication, and reporting across the organization.
A common taxonomy ensures that AI risk is understood and communicated consistently across the enterprise.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
It forces all AI models to be identical.
Why it's wrong here
Taxonomy doesn't force architectural uniformity.
- ✓
It ensures consistent risk identification, communication, and reporting across the organization.
Why this is correct
Consistency is vital for managing risk at scale.
- ✗
It makes AI code easier to write.
Why it's wrong here
Taxonomy is a communication tool, not a programming tool.
- ✗
It eliminates the need for risk assessments.
Why it's wrong here
Taxonomy doesn't eliminate risk; it classifies it.
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.