- A
Azure AI Translator - Language Detection
Detects the language of text input.
- B
Azure AI Translator - Translation
Translates text between languages.
- C
Azure AI Speech - Speech Translation
Why wrong: For audio translation, not text.
- D
Azure AI Language Understanding (LUIS)
Why wrong: For intent recognition, not translation.
- E
Azure AI Custom Question Answering
Why wrong: For question answering, not translation.
Question 776 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 are building a solution that must translate customer chat messages from Spanish to English in real-time. The solution must also detect the language of incoming messages to handle cases where users write in other languages. Which TWO Azure AI service features should you use?
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
✓
Azure AI Translator - Language Detection
Option A is correct because Azure AI Translator's Language Detection feature can identify the language of incoming chat messages, which is necessary to handle cases where users write in languages other than Spanish. Option B is correct because Azure AI Translator's Translation feature can then translate those detected Spanish messages into English in real-time, meeting the core requirement of the solution.
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.
- ✓
Azure AI Translator - Language Detection
Why this is correct
Detects the language of text input.
Related concept
Read the scenario before looking for a memorised answer.
- ✓
Azure AI Translator - Translation
Why this is correct
Translates text between languages.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Azure AI Speech - Speech Translation
Why it's wrong here
For audio translation, not text.
- ✗
Azure AI Language Understanding (LUIS)
Why it's wrong here
For intent recognition, not translation.
- ✗
Azure AI Custom Question Answering
Why it's wrong here
For question answering, not translation.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Microsoft Azure exams often test the distinction between text-based and speech-based services, so the trap here is assuming that Speech Translation (Option C) is appropriate for text chat, when it is actually designed for audio input and would require unnecessary speech-to-text conversion.
Detailed technical explanation
How to think about this question
Azure AI Translator uses a neural machine translation (NMT) engine that processes text at the sentence level for higher accuracy, and its Language Detection feature can identify over 100 languages by analyzing character patterns and statistical models. In a real-time chat scenario, you would call the Translator's REST API with the 'detect' endpoint first to determine the language, then use the 'translate' endpoint with the detected language code to convert the message to English, all within milliseconds to maintain chat responsiveness.
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.
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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: Azure AI Translator - Language Detection — Option A is correct because Azure AI Translator's Language Detection feature can identify the language of incoming chat messages, which is necessary to handle cases where users write in languages other than Spanish. Option B is correct because Azure AI Translator's Translation feature can then translate those detected Spanish messages into English in real-time, meeting the core requirement of the solution.
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.
About these practice questions
Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →
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Last reviewed: Jul 4, 2026
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