AAIR AI Lifecycle Risk Management Practice Question
What is the primary risk objective of 'Model Versioning' in the AI lifecycle?
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
✓
To ensure auditability, reproducibility, and the ability to roll back to a known stable state.
Version control is essential for reproducibility and rollback, minimizing the risk of unrecoverable failures.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
To prevent unauthorized users from viewing the code.
Why it's wrong here
Access control handles authorization, not versioning.
- ✗
To reduce the amount of disk space used.
Why it's wrong here
Versioning actually increases storage consumption.
- ✗
To increase the model's speed in production.
Why it's wrong here
Versioning has no impact on inference speed.
- ✓
To ensure auditability, reproducibility, and the ability to roll back to a known stable state.
Why this is correct
Versioning provides the governance needed to manage changes securely.
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.