The correct answer is to create the Azure AI Document Intelligence resource in a region within the European Union and configure data residency settings. This is necessary because simply selecting an EU region does not automatically guarantee that all processed data—including OCR output, training data, and logs—remains within the EU; you must explicitly enable data residency configuration to enforce that no data is stored or processed outside the specified geographic boundary. On the Microsoft Azure AI Engineer Associate AI-102 exam, this question tests your understanding of sovereign cloud compliance, often appearing as a trap where candidates assume region selection alone suffices. A common pitfall is overlooking that Azure AI Document Intelligence, like many AI services, may replicate data for redundancy unless residency is locked. Memory tip: think “Region + Residency = Compliance,” where the region is the home, but residency is the locked door keeping data inside the EU.
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. This is a configuration task: choose the command set that satisfies every stated requirement. Small differences — like 'secret' vs 'password' or 'transport input ssh' vs 'all' — change whether the answer is correct. 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.
Your organization is deploying Azure AI Document Intelligence to process invoices. You need to ensure that the solution meets compliance requirements by preventing data from being stored outside the European Union. What should you configure?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Create the Azure AI Document Intelligence resource in a region within the European Union and configure data residency settings.
Option B is correct because creating the Azure AI Document Intelligence resource in an EU region and configuring data residency settings ensures that all data processed by the service remains within the European Union, meeting compliance requirements. Azure AI Document Intelligence does not automatically guarantee data residency based solely on the resource region; explicit data residency configuration is required to prevent data from being stored or processed outside the specified geographic boundary.
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.
✗
Deploy Azure AI Document Intelligence in a multi-region configuration across EU datacenters.
Why it's wrong here
Multi-region deployment spreads data across regions, not confine it to one geography.
✓
Create the Azure AI Document Intelligence resource in a region within the European Union and configure data residency settings.
Why this is correct
Creating the resource in the EU and configuring data residency ensures data stays within the EU.
Related concept
Read the scenario before looking for a memorised answer.
✗
Enable the Resource Firewall on the Azure AI Document Intelligence resource.
Why it's wrong here
Resource Firewall controls network access, not data residency.
✗
Use a Private Endpoint to connect to the Azure AI Document Intelligence resource.
Why it's wrong here
Private Endpoint provides private connectivity but does not enforce data residency.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates assume simply creating the resource in an EU region automatically ensures data residency, but Azure AI Document Intelligence requires explicit data residency configuration to prevent data from being stored or processed outside the chosen region.
Detailed technical explanation
How to think about this question
Azure AI Document Intelligence uses a regional endpoint and, by default, may process data in the region where the resource is created, but additional data residency settings (e.g., through Azure Policy or service-specific configuration) are necessary to guarantee that data does not leave the EU. Under the hood, data residency is enforced by restricting storage and processing to specific Azure datacenters, which requires explicit opt-in via the service's data residency feature or by using a resource in a region with built-in compliance certifications. In real-world scenarios, organizations often combine regional deployment with Azure Policy to audit and enforce data location constraints.
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.
TExam Day Tips
→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
A healthcare organisation deploys an application with a public-facing web tier and a private database tier. The database subnet has no public IP and only accepts connections from the web tier's security group. Questions like this test whether you can design cloud network isolation using VNets/VPCs, subnets, and security group rules.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
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: Create the Azure AI Document Intelligence resource in a region within the European Union and configure data residency settings. — Option B is correct because creating the Azure AI Document Intelligence resource in an EU region and configuring data residency settings ensures that all data processed by the service remains within the European Union, meeting compliance requirements. Azure AI Document Intelligence does not automatically guarantee data residency based solely on the resource region; explicit data residency configuration is required to prevent data from being stored or processed outside the specified geographic boundary.
What should I do if I get this AI-102 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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