Quick Answer
The answer is Azure AI Translator. This resource is correct because it provides a dedicated REST API for real-time translation between English, Spanish, and French, handling text-to-text conversion without any dependency on speech or generative AI models. On the Microsoft Azure AI Engineer Associate AI-102 exam, this scenario tests your ability to distinguish between Azure AI Language’s translation capabilities and other services like Azure AI Speech or Azure OpenAI Service, which are common traps when the question specifies multilingual text translation rather than voice or conversational AI. A key memory tip is to associate the word “Translator” directly with the API that handles language pairs in real time—if the requirement is purely text translation between specific languages, always choose Azure AI Translator over broader Language service features.
This AI-102 practice question tests your understanding of plan and manage an azure ai solution. 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 deploying an Azure AI Language service solution for a multilingual customer support chatbot. The solution must support real-time translation between English, Spanish, and French. Which Azure resource should you provision?
Azure AI Speech
Why wrong: Speech service is for audio processing, not text translation.
Azure OpenAI Service
Why wrong: OpenAI can translate but is not the dedicated service; Translator is optimized for this.
Azure AI Language
Why wrong: Language service does not include translator; it provides NLP features like sentiment analysis.
Azure AI Translator
Translator resource is designed for real-time text translation.
Answer choices
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
Azure AI Translator is the correct resource because it provides real-time text translation across multiple languages, including English, Spanish, and French, via a dedicated REST API. The scenario specifically requires translation between languages, not speech recognition or generative AI, making Azure AI Translator the precise service for this task.
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.
Azure AI Speech
Why it's wrong here
Speech service is for audio processing, not text translation.
Azure OpenAI Service
Why it's wrong here
OpenAI can translate but is not the dedicated service; Translator is optimized for this.
Azure AI Language
Why it's wrong here
Language service does not include translator; it provides NLP features like sentiment analysis.
Azure AI Translator
Why this is correct
Translator resource is designed for real-time text translation.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
The trap here is that candidates confuse Azure AI Language with Azure AI Translator, assuming the 'Language' service includes translation, when in fact translation is a separate service under the Azure AI Services umbrella.
Detailed technical explanation
Azure AI Translator uses a neural machine translation (NMT) engine that processes text in real time, supporting over 100 languages and dialects. Under the hood, it leverages deep learning models trained on vast bilingual corpora to produce contextually accurate translations, with a latency typically under one second for short texts. In a multilingual chatbot, you would call the Translator API with the source and target language codes (e.g., 'en', 'es', 'fr') to translate user messages on the fly, ensuring seamless customer support across languages.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
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
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FAQ
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..
The correct answer is: Azure AI Translator — Azure AI Translator is the correct resource because it provides real-time text translation across multiple languages, including English, Spanish, and French, via a dedicated REST API. The scenario specifically requires translation between languages, not speech recognition or generative AI, making Azure AI Translator the precise service for this task.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 24, 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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