Quick Answer
The answer is Azure Cost Management. This is the correct choice because it is the dedicated Azure tool for setting budgets, defining cost thresholds, and configuring alerts when spending exceeds those limits across all Azure services, including AI services like Cognitive Services and Azure Machine Learning. For cost monitoring for Azure AI services, Azure Cost Management provides detailed cost analysis, forecasting, and policy enforcement, allowing you to track consumption per service and resource group. On the AI-102 exam, this question tests your understanding of operational governance rather than AI-specific tools—a common trap is choosing Azure Monitor or Azure Advisor, but those focus on performance and optimization, not budget enforcement. Remember: if the scenario mentions budgets, alerts, or spending limits, the answer is always Azure Cost Management. A useful memory tip is to think of "Cost" as the first word in the tool’s name—it’s the only Azure service built specifically for financial control, not technical metrics.
This AI-102 practice question tests your understanding of plan and manage an azure ai solution. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
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?
Azure Advisor
Why wrong: Azure Advisor provides recommendations but not cost alerting.
Azure Monitor
Why wrong: Azure Monitor monitors performance and logs, not cost budgets.
Azure Service Health
Why wrong: Azure Service Health is for service outages and maintenance.
Azure Cost Management
Azure Cost Management allows you to set budgets and configure alerts.
Answer choices
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.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
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 provides recommendations but not cost alerting.
Azure Monitor
Why it's wrong here
Azure Monitor monitors performance and logs, not cost budgets.
Azure Service Health
Why it's wrong here
Azure Service Health is for service outages and maintenance.
Azure Cost Management
Why this is correct
Azure Cost Management allows you to set budgets and configure alerts.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
The trap here is that candidates 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.
Detailed technical explanation
Azure Cost Management integrates with the Azure Consumption API and uses Azure Resource Manager to track resource usage and costs at the subscription, resource group, or resource level. Budgets can be created with monthly, quarterly, or annual periods, and alerts can trigger action groups (e.g., email, webhook) when actual or forecasted costs exceed a percentage threshold (e.g., 50%, 100%, 200%). This is critical for AI solutions where costs can spike unexpectedly due to high-volume API calls or large-scale model training.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
A startup's cloud architect reviews their monthly bill and notices costs are higher than expected for a long-running batch job. Switching from on-demand instances to Reserved Instances — or using Spot/Preemptible VMs — can reduce compute costs by up to 72 %. Questions like this test whether you understand the tradeoffs between commitment, flexibility, and cost across cloud pricing models.
What to study next
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FAQ
Plan and manage an Azure AI solution — This question tests Plan and manage an Azure AI solution — Read the scenario before looking for a memorised answer..
The correct answer is: 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.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 11, 2026
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.
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