AI-102 Plan and manage an Azure AI solution Practice Question
Your Azure AI solution uses multiple AI services including Computer Vision and Language. To reduce costs, you want to share a single key and endpoint across services. Which Azure resource type should you deploy?
⚠ Common exam trap
Many exam-takers confuse Azure API Management (Option C) as a way to share endpoints, but it is a gateway for API management, not a shared AI resource; the correct answer is the multi-service resource that natively provides a single key and endpoint for multiple AI services.
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
✓
Azure AI services multi-service resource
D is correct because Azure AI services multi-service resource provides a single endpoint and key that can be used across multiple AI services (e.g., Computer Vision, Language, Face, etc.), reducing management overhead and cost by consolidating billing. This resource type is designed specifically for scenarios where you want to share credentials across services without deploying separate single-service instances.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Separate single-service resources for each AI service
Why it's wrong here
Separate resources require individual keys and endpoints, increasing cost.
- ✗
Azure Key Vault for storing keys
Why it's wrong here
Key Vault does not consolidate endpoints.
- ✗
Azure API Management gateway
Why it's wrong here
API Management can manage APIs but is not a cost-saving resource for AI services.
- ✓
Azure AI services multi-service resource
Why this is correct
A multi-service resource provides a single key and endpoint for multiple AI services.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 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-102 exam.