AI-102 Practice Question: Implement natural language processing solutions
A company is building a bot using Microsoft Copilot Studio (formerly Power Virtual Agents). They want to use Azure AI Language to understand user intents. Which TWO components are required?
⚠ Common exam trap
It's easy for candidates to confuse QnA Maker (or its successor, custom question answering) with CLU, thinking both serve the same purpose, but QnA Maker is for extracting answers from a knowledge base, not for intent classification, which is the core requirement for understanding user intents.
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
✓
A Conversational Language Understanding (CLU) app
Conversational Language Understanding (CLU) is the Azure AI Language service that enables intent recognition and entity extraction from user utterances. When building a bot with Microsoft Copilot Studio, you can integrate a CLU app to handle complex natural language understanding, allowing the bot to route user intents to appropriate topics or actions.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
A QnA Maker knowledge base
Why it's wrong here
QnA Maker is deprecated.
- ✓
A Conversational Language Understanding (CLU) app
Why this is correct
CLU app is needed for intent recognition.
- ✓
A Microsoft Copilot Studio bot
Why this is correct
Microsoft Copilot Studio bot is the interface.
- ✗
An Azure AI Translator resource
Why it's wrong here
Translator is for translation, not intent recognition.
- ✗
An Azure AI Bot Service bot
Why it's wrong here
Azure AI Bot Service is not required if using Copilot Studio.
Go deeper
Related to this question
About these practice questions
One of 945 original AI-102 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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.