AI-102 Implement generative AI solutions Practice Question
You are deploying a generative AI solution using Azure OpenAI Service. The solution must comply with data residency requirements that mandate all data processing and storage remain within a specific geographic region. You need to configure the service to meet these requirements. What should you do?
⚠ Common exam trap
Watch out — candidates often confuse data residency with network routing or content filtering, mistakenly believing that a custom endpoint or filtering can override the regional deployment requirement, when in fact the resource's deployment region is the sole determinant of data location.
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
✓
Deploy the Azure OpenAI Service resource in the required region
Deploying the Azure OpenAI Service resource in the required region ensures that all data processing and storage occur within that geographic boundary, as Azure OpenAI Service is a regional resource that processes and stores data only in the region where it is provisioned. This directly satisfies data residency requirements because the service's infrastructure, including model inference and training data, remains within the selected Azure region. No additional routing or filtering is needed because the resource itself is bound to the region.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Deploy the Azure OpenAI Service resource in the required region
Why this is correct
Deploying the resource in the required region ensures data processing and storage stay within that region.
- ✗
Use a custom endpoint that routes traffic to the required region
Why it's wrong here
The endpoint is region-specific but does not guarantee data residency if the resource is elsewhere.
- ✗
Select a model that is only available in the required region
Why it's wrong here
Model availability does not guarantee data residency; the resource must be deployed in the region.
- ✗
Configure content filtering to block data leaving the region
Why it's wrong here
Content filtering does not control data residency.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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.