AI-102 Implement generative AI solutions Practice Question
You are building a chatbot using Azure OpenAI Service. The chatbot must not disclose sensitive information such as passwords or credit card numbers. Which Azure AI service should you integrate to filter such content?
⚠ Common exam trap
Many exam-takers confuse Azure AI Language's PII detection feature (which identifies but does not block content) with Azure AI Content Safety's filtering capability, leading them to incorrectly choose Azure AI Language for proactive content blocking.
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 the correct service because it provides pre-built content filters that can detect and block sensitive information such as passwords, credit card numbers, and other personally identifiable information (PII) in text and images. It integrates directly with Azure OpenAI Service to apply these filters to both input prompts and output completions, ensuring that sensitive data is not disclosed in chatbot responses.
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 Language
Why it's wrong here
Azure AI Language provides NLP features, not content filtering.
- ✗
Azure AI Bot Service
Why it's wrong here
Azure AI Bot Service is for building bots, not filtering.
- ✗
Azure AI Search
Why it's wrong here
Azure AI Search indexes and retrieves documents based on keyword or vector queries, but it lacks any built-in content safety filters or classification models to detect sensitive data like passwords or credit card numbers. It is tempting because it can search across large datasets, and in a scenario requiring retrieval-augmented generation (RAG) from indexed knowledge bases, it would be the correct choice.
- ✓
Azure AI Content Safety
Why this is correct
It detects and filters unsafe or sensitive 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.