- A
Standard (S) tier
Standard tier offers pay-as-you-go for moderate volumes.
- B
Free (F0) tier
Why wrong: Free tier has a low monthly limit.
- C
Premium (P) tier
Why wrong: Premium is for high throughput and SLA, more expensive.
- D
Basic (B) tier
Why wrong: Basic tier does not exist for Azure AI Language.
Question 607 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.
You need to extract key phrases from a large collection of customer reviews using Azure AI Language. The solution should be cost-effective and process up to 1,000 documents per day. Which pricing tier should you choose?
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
✓
Standard (S) tier
The Standard (S) tier is the correct choice because it supports up to 1,000 documents per day for key phrase extraction, which matches the stated requirement. The Free (F0) tier is limited to 5,000 text records per month (roughly 167 per day), making it insufficient for 1,000 documents daily. The Premium (P) tier is designed for high-throughput scenarios (millions of documents per day) and is overkill for this volume, while the Basic (B) tier does not exist for Azure AI Language's key phrase extraction API.
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.
- ✓
Standard (S) tier
Why this is correct
Standard tier offers pay-as-you-go for moderate volumes.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Free (F0) tier
Why it's wrong here
Free tier has a low monthly limit.
- ✗
Premium (P) tier
Why it's wrong here
Premium is for high throughput and SLA, more expensive.
- ✗
Basic (B) tier
Why it's wrong here
Basic tier does not exist for Azure AI Language.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse the Free tier's monthly limit with a daily limit, assuming 5,000 records per month is enough for 1,000 per day, or they mistakenly think a Basic tier exists for Azure AI Language services, when in fact only F0 and S are available for key phrase extraction.
Detailed technical explanation
How to think about this question
Under the hood, the Standard (S) tier uses a shared capacity pool with a rate limit of 1,000 requests per minute per region, and each request can process up to 5,120 characters (or 1,024 characters for key phrase extraction). For 1,000 documents per day, you can batch them into a single request using the 'analyze' endpoint with multiple records, staying well within the S tier's monthly quota of 1 million text records. A real-world scenario is a retail company analyzing daily customer feedback from a single store—using the S tier keeps costs low (pay-as-you-go) while meeting the throughput without throttling.
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 startup's cloud architect reviews their monthly bill and notices costs are higher than expected for a long-running batch job. Switching from on-demand instances to Reserved Instances — or using Spot/Preemptible VMs — can reduce compute costs by up to 72 %. Questions like this test whether you understand the tradeoffs between commitment, flexibility, and cost across cloud pricing models.
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: Standard (S) tier — The Standard (S) tier is the correct choice because it supports up to 1,000 documents per day for key phrase extraction, which matches the stated requirement. The Free (F0) tier is limited to 5,000 text records per month (roughly 167 per day), making it insufficient for 1,000 documents daily. The Premium (P) tier is designed for high-throughput scenarios (millions of documents per day) and is overkill for this volume, while the Basic (B) tier does not exist for Azure AI Language's key phrase extraction API.
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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