AI-103 Plan And Manage AN Azure AI Solution Practice Question
Your company is deploying an Azure OpenAI gpt-4 model. You need to implement model versioning so that when Microsoft releases a newer model version, you can test it on a small subset of user traffic before rolling it out to all users. Which feature should you configure?
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
✓
Create multiple model deployments with different version tags and configure traffic splitting weights.
Azure OpenAI model deployments support setting weight allocations or creating multiple deployments for canary testing and traffic splitting.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Create multiple model deployments with different version tags and configure traffic splitting weights.
Why this is correct
Traffic splitting across deployments allows gradual percentage-based routing to new model versions.
- ✗
Enable dynamic scaling rules in Azure Kubernetes Service (AKS).
Why it's wrong here
AKS scaling manages container replica counts based on CPU or memory, not OpenAI model versions.
- ✗
Configure Azure Traffic Manager with two regional endpoints.
Why it's wrong here
Traffic Manager routes traffic between regions, not between different internal model versions within the same Azure OpenAI resource.
- ✗
Use Azure Application Gateway URL path-based routing.
Why it's wrong here
Application Gateway routes web requests based on URL paths, which does not manage model versioning or payload splitting.
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 Microsoft exam blueprint
This AI-103 practice question is part of Courseiva's free Microsoft 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 AI-103 exam.