AAIA AI Operations Practice Question
What is the primary function of a 'Canary Deployment' in AI model release?
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
✓
Gradual rollout to test stability
Releasing the new model to a small subset of traffic to monitor performance before full rollout.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Gradual rollout to test stability
Why this is correct
Mitigates impact of failures.
- ✗
To update documentation
Why it's wrong here
Administrative task.
- ✗
To delete old models
Why it's wrong here
Deployment, not cleanup.
- ✗
To increase training performance
Why it's wrong here
Not a training technique.
- ✗
To encrypt model weights
Why it's wrong here
Security, not deployment.
About these practice questions
This AAIA question is part of Courseiva's 209-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam 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.