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.
A developer is tasked with integrating Azure OpenAI Service into an application that generates product descriptions. The developer needs to ensure that the generated content does not contain offensive language. Which Azure AI service should be used in addition to Azure OpenAI?
Azure AI Search
Why wrong: Azure AI Search is for indexing and search, not content moderation.
Azure AI Vision
Why wrong: Azure AI Vision analyzes images, not text.
Azure AI Language
Why wrong: Azure AI Language provides sentiment analysis and entity recognition, not content safety.
Azure AI Content Safety
Azure AI Content Safety detects offensive language and other 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
Azure AI Content Safety
Azure AI Content Safety (D) is the correct service because it provides built-in content moderation capabilities that can detect and filter offensive, inappropriate, or harmful language in text and images. By integrating Azure AI Content Safety with Azure OpenAI, the developer can automatically screen generated product descriptions for profanity, hate speech, or other offensive content before they are displayed to users, ensuring compliance with content policies.
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 Search
Why it's wrong here
Azure AI Search is for indexing and search, not content moderation.
Azure AI Vision
Why it's wrong here
Azure AI Vision analyzes images, not text.
Azure AI Language
Why it's wrong here
Azure AI Language provides sentiment analysis and entity recognition, not content safety.
Azure AI Content Safety
Why this is correct
Azure AI Content Safety detects offensive language and other harmful content.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
The trap here is that candidates may confuse Azure AI Language's text analytics features (like sentiment analysis) with content moderation, but Azure AI Language does not include dedicated offensive language filtering, which is a distinct capability of Azure AI Content Safety.
Detailed technical explanation
Azure AI Content Safety uses machine learning models trained on large datasets of offensive and safe content to assign severity scores across categories such as hate, sexual, violence, and self-harm. It supports both synchronous and asynchronous analysis, and can be configured with custom severity thresholds to balance between over-filtering and under-filtering. In a real-world scenario, a developer might chain the Azure OpenAI text generation call with a Content Safety API call, using the response to either block the output or flag it for human review.
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 Content Safety — Azure AI Content Safety (D) is the correct service because it provides built-in content moderation capabilities that can detect and filter offensive, inappropriate, or harmful language in text and images. By integrating Azure AI Content Safety with Azure OpenAI, the developer can automatically screen generated product descriptions for profanity, hate speech, or other offensive content before they are displayed to users, ensuring compliance with content policies.
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 11, 2026
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