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 are responsible for managing costs for Azure AI services used by multiple teams. You notice that costs are higher than expected. Which two actions should you take to reduce costs without impacting performance?
Set up budgets and alerts in Cost Management.
Alerts help prevent cost overruns.
Migrate all services to a higher tier for better performance.
Why wrong: Higher tiers increase costs.
Evaluate and choose the appropriate pricing tier based on usage patterns.
Right-sizing reduces waste.
Deactivate unused resources to save costs.
Why wrong: Deactivating affects performance if resources are needed.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Set up budgets and alerts in Cost Management.
Option A is correct because setting up a budget alert helps monitor spending. Option C is correct because choosing a tier that matches actual usage avoids overpaying. Option B is wrong because it does not reduce costs. Option D is wrong because deactivating resources would impact performance.
Key principle: NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Set up budgets and alerts in Cost Management.
Why this is correct
Alerts help prevent cost overruns.
Related concept
Static NAT maps one inside address to one outside address.
Migrate all services to a higher tier for better performance.
Why it's wrong here
Higher tiers increase costs.
Evaluate and choose the appropriate pricing tier based on usage patterns.
Why this is correct
Right-sizing reduces waste.
Related concept
Static NAT maps one inside address to one outside address.
Deactivate unused resources to save costs.
Why it's wrong here
Deactivating affects performance if resources are needed.
Common exam traps
NAT is not only about the public address. The inside/outside interface roles and the ACL or rule that matches traffic are just as important.
Detailed technical explanation
NAT questions usually test address translation, overload/PAT behaviour, static mappings and whether the right traffic is being translated. Read the interface direction and address terms carefully.
Key takeaway
NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
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
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AI-102 NAT questions on configuration and troubleshooting.
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FAQ
Plan and manage an Azure AI solution — This question tests Plan and manage an Azure AI solution — Static NAT maps one inside address to one outside address..
The correct answer is: Set up budgets and alerts in Cost Management. — Option A is correct because setting up a budget alert helps monitor spending. Option C is correct because choosing a tier that matches actual usage avoids overpaying. Option B is wrong because it does not reduce costs. Option D is wrong because deactivating resources would impact performance.
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AI-102 NAT questions on configuration and troubleshooting.
Static NAT maps one inside address to one outside address.
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Last reviewed: Jun 20, 2026
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