AI-102 Plan and manage an Azure AI solution Practice Question
You are deploying an Azure AI solution that uses Azure AI Language and Azure AI Vision. You need to ensure that the solution can be monitored for performance and health. You want to collect metrics and logs from these services and analyze them in a central location. What should you use?
⚠ Common exam trap
Candidates often confuse Azure Monitor with services like Azure Service Health or Azure Advisor, which provide health status and recommendations but do not collect resource-level metrics and logs for performance analysis.
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 choice because it is the comprehensive monitoring solution for Azure resources. It can collect metrics and logs from Azure AI Language and Azure AI Vision, store them in Log Analytics, and enable analysis, alerting, and visualization. The other services provide health advisories or recommendations but do not offer centralized telemetry collection and analysis.
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 Resource Health
Why it's wrong here
Azure Resource Health provides information about the health of individual Azure resources, such as whether they are available or experiencing issues. It does not collect custom metrics or logs, and it does not provide a central repository for analyzing performance data. It is more about current health status than ongoing monitoring and analysis.
- ✗
Azure Service Health
Why it's wrong here
Azure Service Health provides information about Azure service outages, planned maintenance, and health advisories that affect your subscriptions. It does not collect resource-level metrics or logs from your Azure AI services, nor does it provide performance monitoring. It is focused on platform-level health, not application or resource telemetry.
- ✗
Azure Advisor
Why it's wrong here
Azure Advisor provides personalized recommendations for best practices across reliability, security, performance, cost, and operational excellence. It does not collect or store metrics and logs from your resources, and it is not a monitoring tool. It analyzes configuration and usage to suggest improvements, but it cannot provide real-time performance or health telemetry.
- ✓
Azure Monitor
Why this is correct
Azure Monitor is the centralized platform for collecting, analyzing, and acting on telemetry from Azure resources. It can collect metrics and logs from Azure AI Language and Azure AI Vision, and allows you to create alerts, dashboards, and queries using Log Analytics. This satisfies the requirement for centralized monitoring of performance and health.
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Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed September 2026 · checked against the official Microsoft exam blueprint
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