- A
Disable regional endpoints
Why wrong: Disabling endpoints prevents access.
- B
Use a global endpoint that routes to the nearest region
Global endpoint provides automatic failover.
- C
Configure a load balancer to distribute requests across regions
Load balancer routes traffic away from failed regions.
- D
Deploy Azure AI Language resources in multiple regions
Multiple regions provide failover.
- E
Use a single region with high availability enabled
Why wrong: Single region is not resilient to regional outage.
Question 731 of 993
AI-102 Practice Question: Implement natural language processing solutions
This AI-102 practice question tests your understanding of implement natural language processing solutions. 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.
Your team uses Azure AI Language in a multi-region architecture. You need to ensure that the solution is resilient to regional outages. Which THREE actions should you take?
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
✓
Use a global endpoint that routes to the nearest region
Option B is correct because Azure AI Language global endpoints automatically route requests to the nearest available region, providing built-in failover without manual intervention. This ensures that if one region experiences an outage, traffic is redirected to the next closest healthy region, maintaining service continuity.
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.
- ✗
Disable regional endpoints
Why it's wrong here
Disabling endpoints prevents access.
- ✓
Use a global endpoint that routes to the nearest region
Why this is correct
Global endpoint provides automatic failover.
Related concept
Read the scenario before looking for a memorised answer.
- ✓
Configure a load balancer to distribute requests across regions
Why this is correct
Load balancer routes traffic away from failed regions.
Related concept
Read the scenario before looking for a memorised answer.
- ✓
Deploy Azure AI Language resources in multiple regions
Why this is correct
Multiple regions provide failover.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Use a single region with high availability enabled
Why it's wrong here
Single region is not resilient to regional outage.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse high availability within a single region (e.g., availability zones) with multi-region resilience, and may incorrectly think disabling regional endpoints is necessary to force global routing, when in fact global endpoints already handle failover automatically.
Detailed technical explanation
How to think about this question
Azure AI Language global endpoints use Azure Traffic Manager under the hood to perform DNS-based routing and health probing. When a region is marked unhealthy, Traffic Manager automatically excludes it from DNS responses, causing clients to resolve to the next closest healthy region. This mechanism relies on periodic health checks (default interval 30 seconds) and can take up to 2-3 minutes for full failover propagation due to DNS TTL caching.
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
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
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FAQ
Questions learners often ask
What does this AI-102 question test?
Implement natural language processing solutions — This question tests Implement natural language processing solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Use a global endpoint that routes to the nearest region — Option B is correct because Azure AI Language global endpoints automatically route requests to the nearest available region, providing built-in failover without manual intervention. This ensures that if one region experiences an outage, traffic is redirected to the next closest healthy region, maintaining service continuity.
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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Last reviewed: Jul 4, 2026
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