AI-103 Plan And Manage AN Azure AI Solution Practice Question
You need to provision an Azure AI resource that allows developers to access multiple AI capabilities (such as Vision, Speech, and Language) using a single endpoint and a single API key. Which resource type should you create?
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 multi-service account
An Azure AI multi-service resource allows you to integrate Vision, Speech, Language, and other services using a single key and endpoint. Single-service resources require separate keys and endpoints for each service.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Azure Cognitive Search resource
Why it's wrong here
Azure AI Search (formerly Cognitive Search) is an enterprise search platform, not a multi-service AI resource.
- ✗
Azure OpenAI resource
Why it's wrong here
Azure OpenAI is restricted specifically to OpenAI models and does not include core Vision or Speech features.
- ✗
Azure AI Custom Vision resource
Why it's wrong here
Custom Vision is a single-service resource for image classification and object detection.
- ✓
Azure AI multi-service account
Why this is correct
Multi-service accounts consolidate multiple AI services under a single endpoint and key.
About these practice questions
One of 510 original AI-103 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. 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 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.