AI-102 Plan and manage an Azure AI solution Practice Question
You need to monitor costs for an Azure AI solution that uses multiple Azure AI services. Which Azure tool should you use to set budgets and receive alerts?
⚠ Common exam trap
It's easy for candidates to confuse Azure Advisor's cost recommendations with actual budget management, or they mistakenly think Azure Monitor's alerting capabilities extend to financial cost thresholds rather than just operational metrics.
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 Cost Management
Azure Cost Management is the dedicated Azure tool for setting budgets, defining cost thresholds, and configuring alerts when spending exceeds those limits. It provides detailed cost analysis, forecasting, and policy enforcement across all Azure services, including AI services like Cognitive Services and Azure Machine Learning.
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 Advisor
Why it's wrong here
Azure Advisor surfaces recommendations on cost, reliability and performance but cannot define spend thresholds or trigger notifications when they are breached. It is tempting because it does report cost-saving suggestions, yet budget creation and alerting live in Microsoft Cost Management, which is the tool the scenario requires.
- ✗
Azure Monitor
Why it's wrong here
Azure Monitor collects metrics and logs and can alert on them, but it does not natively create budgets or track spend against them. It is tempting because alert rules are configured there, yet cost budgets and forecast-based alerts belong to Microsoft Cost Management, which the scenario specifies.
- ✗
Azure Service Health
Why it's wrong here
Azure Service Health reports platform incidents, planned maintenance and advisories affecting your subscriptions, not expenditure. It is tempting because it delivers proactive notifications, but those concern service availability rather than budgets, so it cannot set spend thresholds or alert on cost overruns.
- ✓
Azure Cost Management
Why this is correct
Azure Cost Management aggregates spend across all Azure AI services within a subscription or resource group, letting you define budgets scoped to those resources and configure alerts when thresholds are breached. It is the native tool for cost visibility and proactive notification, matching the monitoring requirement.
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