AAIA AI Operations Practice Question
What is 'Shadow Deployment' in AI MLOps?
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
✓
Running a model in parallel without serving results
Running the new model alongside the production model, but without the new model's predictions influencing the final result, to validate performance.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Running a model in parallel without serving results
Why this is correct
Safe validation method.
- ✗
Running only on local machine
Why it's wrong here
Development phase.
- ✗
Deleting the model
Why it's wrong here
Decommissioning.
- ✗
Replacing the production model
Why it's wrong here
That is a direct switch.
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.