The correct answer is to deploy separate instances of the AI service in each required region and configure data residency settings within the service. This works because Azure AI services, by default, may process or store data across regional boundaries for redundancy or performance optimization, so explicitly provisioning isolated resources in each target region physically confines your data to that geography. On the Microsoft Azure AI Engineer Associate AI-102 exam, this scenario tests your understanding of the shared responsibility model for data governance, often appearing as a multi-select question where traps include options like disabling geo-redundancy or using Azure Front Door—neither of which enforces residency. A common memory tip is to think of data residency as a “fence, not a filter”: you must build separate fences (instances) in each region and lock the gate (residency settings) rather than relying on network-level tools to block movement. Remember the mnemonic “Two R’s for Residency: Resources and Rules” to recall that you need both dedicated resources and explicit configuration rules.
AI-102 Plan and manage an Azure AI solution Practice Question
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.
Which TWO actions should you take to ensure compliance with data residency requirements when using Azure AI services across multiple regions?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Configure the AI service's data residency settings to restrict data to the region
Option A is correct because deploying resources in the required region ensures data stays there. Option E is correct because configuring data residency settings in the service prevents cross-region data movement. Option B is incorrect because data may still move across regions. Option C is incorrect because Azure Front Door does not affect data residency. Option D is incorrect because disabling redundancy does not guarantee data residency.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
Use a global Azure AI service resource and configure geo-replication
Why it's wrong here
Geo-replication may move data across regions.
✓
Configure the AI service's data residency settings to restrict data to the region
Why this is correct
Some services offer data residency settings to limit data movement.
Related concept
Read the scenario before looking for a memorised answer.
✗
Enable Azure Front Door to route traffic to the nearest region
Why it's wrong here
Front Door does not enforce data residency.
✗
Disable data replication for the AI service
Why it's wrong here
Disabling replication does not ensure data stays in one region.
✓
Deploy separate instances of the AI service in each required region
Why this is correct
Separate instances ensure data is processed and stored locally.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
Use explanations to understand the rule behind the answer.
TExam Day Tips
→Underline the problem statement mentally.
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
An e-commerce site experiences heavy traffic on Black Friday and near-zero traffic during off-peak weeks. Rather than provisioning permanent large VMs, the team uses auto-scaling groups that add capacity automatically under load and reduce it overnight. Questions like this test whether you understand elasticity, availability zones, and cloud compute scaling patterns.
What to study next
Got this wrong? Here's your next step.
Identify which AI-102 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
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..
What is the correct answer to this question?
The correct answer is: Configure the AI service's data residency settings to restrict data to the region — Option A is correct because deploying resources in the required region ensures data stays there. Option E is correct because configuring data residency settings in the service prevents cross-region data movement. Option B is incorrect because data may still move across regions. Option C is incorrect because Azure Front Door does not affect data residency. Option D is incorrect because disabling redundancy does not guarantee data residency.
What should I do if I get this AI-102 question wrong?
Identify which AI-102 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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