The correct answer is to create the Azure AI resource in the required Azure region. This configuration is essential because data residency for Azure AI Language mandates that the physical location of the resource determines where all clinical notes and extracted medical entities are stored and processed. By provisioning the resource in the specific geographic boundary, you ensure that data at rest and in transit never leaves that region, which is a fundamental prerequisite for HIPAA compliance. On the Microsoft Azure AI Engineer Associate AI-102 exam, this question tests your understanding that compliance begins with resource location, not with encryption or networking features—a common trap is to overthink security controls like private endpoints or customer-managed keys, which enhance protection but do not satisfy the core residency requirement. Remember the memory tip: “Region first, security second” to anchor that the Azure region choice is the non-negotiable first step for data residency and HIPAA.
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.
A healthcare organization uses Azure AI Language to extract medical entities from clinical notes. The solution must comply with HIPAA and data residency requirements. Which configuration is essential?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Create the AI resource in the required Azure region.
Data residency requirements dictate that the Azure AI Language resource must be physically located in the specific Azure region where the clinical notes and extracted medical entities are permitted to reside. Creating the resource in the required Azure region ensures that all data at rest and in transit stays within that geographic boundary, which is a fundamental compliance step for HIPAA and data residency. Other configurations like encryption keys or private endpoints enhance security but do not satisfy the core residency requirement.
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.
✗
Enable diagnostic logging for all operations.
Why it's wrong here
Logging helps auditing but does not enforce data residency.
✗
Use a customer-managed key (CMK) for encryption.
Why it's wrong here
CMK is an encryption option but not required for HIPAA or residency.
✗
Enable private endpoint for the AI resource.
Why it's wrong here
Private endpoints provide network isolation but do not guarantee data residency.
✓
Create the AI resource in the required Azure region.
Why this is correct
Data stays in the region where the resource is provisioned, meeting residency.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse network-level security (private endpoints) or encryption controls (CMK) with data residency, assuming any security measure automatically satisfies geographic compliance requirements.
Detailed technical explanation
How to think about this question
Azure AI Language resources are regional services; when you create a resource in a specific region (e.g., 'East US'), all data processing and storage occur within that Azure region's boundaries. HIPAA compliance requires that covered entities ensure business associates (Microsoft) store and process PHI only in approved locations, which is contractually enforced via the Online Services Terms and the Data Protection Addendum. A common real-world scenario is a healthcare provider with a BAA requiring all PHI to remain in the United States; creating the resource in a US region satisfies this, whereas a private endpoint or CMK alone does not.
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 cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
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 AI resource in the required Azure region. — Data residency requirements dictate that the Azure AI Language resource must be physically located in the specific Azure region where the clinical notes and extracted medical entities are permitted to reside. Creating the resource in the required Azure region ensures that all data at rest and in transit stays within that geographic boundary, which is a fundamental compliance step for HIPAA and data residency. Other configurations like encryption keys or private endpoints enhance security but do not satisfy the core residency requirement.
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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