AI-102 Implement generative AI solutions Practice Question
You are deploying a generative AI solution using Azure OpenAI Service. You need to monitor the usage and costs associated with the service. What should you use?
⚠ Common exam trap
Many exam-takers confuse high-level cost management (Azure Cost Management) with operational monitoring (Azure Monitor), failing to recognize that Azure Monitor provides the raw token-level data necessary for tracking generative AI usage and 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 choice because it provides detailed metrics, logs, and alerts for Azure OpenAI Service usage, including token consumption, request counts, and latency. This data is essential for tracking costs and usage patterns, as Azure OpenAI charges based on tokens processed. Azure Monitor integrates directly with the service to surface these operational metrics.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Microsoft Purview
Why it's wrong here
Microsoft Purview is for data governance, not monitoring.
- ✗
Azure Advisor
Why it's wrong here
Azure Advisor provides recommendations, not monitoring.
- ✗
Azure Cost Management
Why it's wrong here
Azure Cost Management focuses on cost analysis, not usage metrics.
- ✓
Azure Monitor
Why this is correct
Azure Monitor provides metrics and logs for monitoring usage and costs.
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