This SC-100 practice question tests your understanding of design solutions that align with security best practices and priorities. 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.
A company is designing a security strategy for their AI-powered applications using Microsoft Azure OpenAI Service. They need to ensure that the AI models are not used to generate harmful content and that the data sent to the models is protected. Which Microsoft Purview feature should they use?
Microsoft Purview Endpoint DLP
Why wrong: Endpoint DLP monitors endpoints, not AI services.
Microsoft Purview Information Protection
Why wrong: Information protection labels data, but does not prevent harmful content generation.
Microsoft Purview Data Loss Prevention (DLP) for AI
DLP for AI can monitor and block sensitive data in AI interactions.
Microsoft Purview Audit
Why wrong: Audit logs activities but does not prevent harmful content.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Microsoft Purview Data Loss Prevention (DLP) for AI
Microsoft Purview Data Loss Prevention (DLP) for AI is the correct feature because it is specifically designed to monitor and control the data sent to and from AI applications, including Azure OpenAI Service, to prevent the generation of harmful content and protect sensitive data. It uses deep content analysis and policy-based controls to detect and block policy violations in real-time, directly addressing the dual requirements of content safety and data protection.
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.
Microsoft Purview Endpoint DLP
Why it's wrong here
Endpoint DLP monitors endpoints, not AI services.
Microsoft Purview Information Protection
Why it's wrong here
Information protection labels data, but does not prevent harmful content generation.
Microsoft Purview Data Loss Prevention (DLP) for AI
Why this is correct
DLP for AI can monitor and block sensitive data in AI interactions.
Related concept
Read the scenario before looking for a memorised answer.
Microsoft Purview Audit
Why it's wrong here
Audit logs activities but does not prevent harmful content.
Common exam traps
The trap here is that candidates often confuse general data protection features (like Information Protection or Endpoint DLP) with the specialized AI-focused DLP capability, assuming any DLP or protection feature can handle AI workloads, when only DLP for AI is purpose-built for Azure OpenAI Service interactions.
Detailed technical explanation
Under the hood, Microsoft Purview DLP for AI leverages the same content analysis engine used for traditional DLP but extends it to inspect API calls to Azure OpenAI Service, including prompt and completion payloads. It can detect sensitive information types (e.g., credit card numbers, PII) and custom sensitive info types, and apply actions like blocking or alerting based on policy triggers. A real-world scenario is a healthcare company using Azure OpenAI to analyze patient records; DLP for AI can prevent the model from generating responses containing PHI (Protected Health Information) by scanning both the input prompt and the output completion.
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
Design solutions that align with security best practices and priorities — This question tests Design solutions that align with security best practices and priorities — Read the scenario before looking for a memorised answer..
The correct answer is: Microsoft Purview Data Loss Prevention (DLP) for AI — Microsoft Purview Data Loss Prevention (DLP) for AI is the correct feature because it is specifically designed to monitor and control the data sent to and from AI applications, including Azure OpenAI Service, to prevent the generation of harmful content and protect sensitive data. It uses deep content analysis and policy-based controls to detect and block policy violations in real-time, directly addressing the dual requirements of content safety and data protection.
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 SC-100 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 SC-100 exam.
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