AI-102 Plan and manage an Azure AI solution Practice Question
Which TWO Azure AI services can be used to implement a content moderation pipeline that detects hate speech and blocks violent images?
⚠ Common exam trap
It's easy for candidates to confuse Azure AI Language sentiment analysis (which only measures positive/negative sentiment) with Azure AI Content Safety (which specifically detects hate speech and harmful content), or assume Azure AI Translator can handle moderation tasks because it processes text.
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 Content Safety
Azure AI Content Safety is correct because it is specifically designed to detect hate speech, profanity, and other harmful text content, while Azure AI Vision Image Analysis can analyze images for violent or inappropriate visual content. Together, they form a comprehensive content moderation pipeline that addresses both text and image moderation requirements.
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 Content Safety
Why this is correct
Detects hate speech and other offensive text.
- ✗
Azure AI Translator
Why it's wrong here
Translation service, not content moderation.
- ✗
Azure AI Speech to Text
Why it's wrong here
Transcribes audio, not for content moderation.
- ✗
Azure AI Language sentiment analysis
Why it's wrong here
Sentiment analysis does not detect hate speech directly.
- ✓
Azure AI Vision Image Analysis
Why this is correct
Can moderate images for adult or violent content.
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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.