Quick Answer
The Standard (S) tier is the correct choice because it provides pay-as-you-go pricing for key phrase extraction in Azure AI Language, making it cost-effective for processing up to 1,000 documents per day. This tier charges per transaction without a fixed monthly cap, so a moderate volume like 1,000 documents daily—roughly 30,000 per month—stays well within a predictable budget. On the AI-102 exam, this scenario tests your understanding of how pricing tiers map to workload scale: the Free (F0) tier is a common trap, as its 5,000 transactions per month limit would be quickly exceeded, while the Premium tier offers higher throughput and SLA guarantees that are overkill for this volume. Remember that Azure AI Language has no Basic tier, so the only viable pay-as-you-go option for moderate, consistent usage is Standard. Memory tip: think “Standard for steady, Free for a peek, Premium for peak.”
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?
Standard (S) tier
Standard tier offers pay-as-you-go for moderate volumes.
Free (F0) tier
Why wrong: Free tier has a low monthly limit.
Premium (P) tier
Why wrong: Premium is for high throughput and SLA, more expensive.
Basic (B) tier
Why wrong: Basic tier does not exist for Azure AI Language.
Answer choices
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
Option B is correct because the Standard (S) tier offers pay-as-you-go pricing for the key phrase extraction feature, which is cost-effective for moderate volumes. Option A is wrong because Free (F0) tier has a limit of 5,000 transactions per month, which may be exceeded. Option C is wrong because the Premium tier is for higher throughput and SLA, which may be overkill. Option D is wrong because the Basic tier does not exist for Azure AI Language.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
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
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
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
Identify which AI-102 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
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FAQ
Implement natural language processing solutions — This question tests Implement natural language processing solutions — Read the scenario before looking for a memorised answer..
The correct answer is: Standard (S) tier — Option B is correct because the Standard (S) tier offers pay-as-you-go pricing for the key phrase extraction feature, which is cost-effective for moderate volumes. Option A is wrong because Free (F0) tier has a limit of 5,000 transactions per month, which may be exceeded. Option C is wrong because the Premium tier is for higher throughput and SLA, which may be overkill. Option D is wrong because the Basic tier does not exist for Azure AI Language.
Identify which AI-102 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 20, 2026
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.
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