AI-102 Plan and manage an Azure AI solution Practice Question
You are using Azure AI Language to perform sentiment analysis on customer feedback. You need to monitor the number of requests sent to the endpoint per minute. Which Azure service should you use?
⚠ Common exam trap
Test-takers frequently confuse Azure Monitor with Azure Log Analytics, assuming that all monitoring requires log ingestion, when in fact Azure Monitor provides built-in metrics without the need for logging or additional costs.
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 Monitor
Azure Monitor is the correct service because it provides platform metrics, including the 'Requests Per Minute' metric for Azure AI Language endpoints. This metric is automatically collected and can be viewed in the Azure portal, set up alerts on, or queried via the Azure Monitor REST API. It directly answers the need to monitor request rate without additional configuration.
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 Monitor
Why this is correct
Azure Monitor collects and analyzes metrics like requests per minute.
- ✗
Azure Cost Management
Why it's wrong here
Azure Cost Management tracks costs, not request metrics.
- ✗
Azure Advisor
Why it's wrong here
Azure Advisor provides recommendations, not real-time monitoring.
- ✗
Azure Log Analytics
Why it's wrong here
Azure Log Analytics is part of Azure Monitor but is used for log queries; the primary service for metrics is Azure Monitor.
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JA
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.