AAIA AI Operations Practice Question
When auditing a model deployment pipeline, which TWO aspects are critical to verify to ensure compliance with AI governance frameworks?
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
✓
Validation of data processing against privacy policies
Governance requires both reproducibility and data privacy/security checks.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Whether the team uses a specific cloud provider
Why it's wrong here
The choice of cloud vendor is not a governance requirement.
- ✓
Validation of data processing against privacy policies
Why this is correct
Verifying data handling is essential for legal and ethical compliance.
- ✓
Existence of a complete audit trail of model lineage
Why this is correct
Auditable lineage is required for regulatory compliance.
- ✗
The speed of the training job
Why it's wrong here
Performance speed is operational, not a governance/compliance requirement.
- ✗
Usage of proprietary algorithms only
Why it's wrong here
Proprietary status does not equate to governance compliance.
About these practice questions
Courseiva writes every AAIA question from scratch — 209 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or 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 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.