AAIA AI Governance And Risk Practice Question
Which TWO of the following are examples of 'Model Risk Management' (MRM) controls that must be validated during an audit?
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
✓
Post-deployment performance and drift monitoring
Model validation and ongoing performance monitoring are the standard controls used to manage model risk after deployment.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Automated deployment pipeline triggers
Why it's wrong here
These improve velocity but are not inherently risk management controls.
- ✓
Post-deployment performance and drift monitoring
Why this is correct
Ensures the model continues to perform as expected over time.
- ✗
Standardized IDE choice for developers
Why it's wrong here
Development tooling is an IT standard, not an MRM control.
- ✗
Increasing training dataset size by 50%
Why it's wrong here
This is a data strategy decision, not a risk control.
- ✓
Independent model validation post-development
Why this is correct
Independent validation is a cornerstone of MRM to identify hidden flaws.
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 AAIA 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 AAIA exam.