Quick Answer
The answer is Azure Cost Management. This is the correct choice because it is Microsoft’s native tool for monitoring, analyzing, and controlling cloud spending across multiple subscriptions, offering cost analysis, budget creation, and alerting capabilities that scale to track Azure AI services costs. On the Microsoft Azure AI Engineer Associate AI-102 exam, this question tests your understanding of operational governance rather than AI model tuning—a common trap is confusing Azure Monitor (which tracks performance metrics) with Cost Management (which tracks financial spend). Remember the mnemonic: “Cost Management for cash, Monitor for crash.”
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 the costs of your Azure AI services across multiple subscriptions. Which Azure tool should you use to track spending and set budgets?
Azure Cost Management
Cost Management provides cost analysis and budgets.
Azure Portal
Why wrong: Azure Portal shows costs but does not provide budgeting.
Azure Monitor
Why wrong: Azure Monitor is for monitoring performance, not costs.
Azure Advisor
Why wrong: Azure Advisor provides recommendations, not cost tracking.
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 tool for monitoring, analyzing, and controlling cloud spending across multiple subscriptions. It provides cost analysis, budget creation, and alerting capabilities specifically designed for tracking Azure AI services costs at scale.
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 Cost Management
Why this is correct
Cost Management provides cost analysis and budgets.
Related concept
Read the scenario before looking for a memorised answer.
Azure Portal
Why it's wrong here
Azure Portal shows costs but does not provide budgeting.
Azure Monitor
Why it's wrong here
Azure Monitor is for monitoring performance, not costs.
Azure Advisor
Why it's wrong here
Azure Advisor provides recommendations, not cost tracking.
Common exam traps
The trap here is that candidates often confuse Azure Monitor (which tracks resource metrics and logs) with cost monitoring, but Azure Monitor has no native capability to track financial spend or set budgets.
Trap categories for this question
Command / output trap
Azure Portal shows costs but does not provide budgeting.
Detailed technical explanation
Azure Cost Management integrates with Azure AI services via resource-level cost data exported to Azure Cost Management APIs, enabling granular analysis by subscription, resource group, or meter category. Budgets can be set at the management group level to enforce spending limits across multiple subscriptions, with automated alerts triggered when costs exceed thresholds (e.g., 90% of budget). In a real-world scenario, an enterprise with 10 subscriptions running Azure Cognitive Services can use Cost Management to create a single budget for all AI services and receive email alerts when combined spend approaches the limit.
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 tool for monitoring, analyzing, and controlling cloud spending across multiple subscriptions. It provides cost analysis, budget creation, and alerting capabilities specifically designed for tracking Azure AI services costs at scale.
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 24, 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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