The correct approach is to enable content moderation in Video Analyzer for Media settings. This built-in feature automatically redacts or flags patient health information (PHI) from transcriptions during the indexing process, ensuring no sensitive data is stored in the output without requiring additional post-processing or manual deletion. On the Microsoft Azure AI Engineer Associate AI-102 exam, this question tests your understanding of Azure Video Analyzer for Media’s native compliance capabilities versus custom post-processing workarounds—a common trap is assuming you must build a separate redaction pipeline using Azure Cognitive Services or manually scrub transcripts. Remember that content moderation in Video Analyzer for Media handles PHI prevention at the source, not after the fact. Memory tip: “Moderate at index, not after the fact” helps you recall that enabling moderation during indexing is the simplest, exam-approved path to prevent PHI in Video Analyzer for Media transcripts.
AI-102 Practice Question: Implement image and video processing solutions
This AI-102 practice question tests your understanding of implement image and video processing solutions. 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 healthcare provider uses Azure Video Analyzer for Media to extract insights from surgical videos. They need to ensure that no patient health information (PHI) is stored in the transcriptions. What is the best approach?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue: "best"
Why it matters: Signals that multiple options may be partially correct. Choose the option that most directly solves the exact problem described, not the one that sounds most complete.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Enable content moderation in Video Analyzer for Media settings.
Option C is correct because enabling content moderation in Azure Video Analyzer for Media automatically redacts or flags sensitive content, including PHI, from transcriptions during the indexing process. This built-in feature ensures that PHI is not stored in the output without requiring additional post-processing or manual deletion.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
Use Azure AI Content Safety to post-process transcriptions.
Why it's wrong here
Not natively integrated; requires custom solution.
✗
Disable indexing for videos containing PHI.
Why it's wrong here
No such selective disablement feature.
✓
Enable content moderation in Video Analyzer for Media settings.
Why this is correct
Content moderation can detect and redact PHI.
Clue confirmation
The clue word "best" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
✗
Use the 'delete' API to remove all transcripts after processing.
Why it's wrong here
Still temporarily stores PHI during processing.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse Azure AI Content Safety (which handles general content moderation) with Video Analyzer for Media's built-in content moderation (which specifically targets PII/PHI in video transcriptions), leading them to choose Option A instead of the more direct and integrated solution.
Detailed technical explanation
How to think about this question
Content moderation in Video Analyzer for Media leverages pre-built models to detect and redact personally identifiable information (PII) and PHI from transcriptions and metadata during the indexing pipeline, before any data is persisted. This is achieved through configurable policies that can be set at the account level or per video, ensuring compliance with HIPAA and other regulations without custom code. In real-world scenarios, this allows healthcare providers to automatically generate structured insights (e.g., timestamps, key moments) from surgical videos while guaranteeing that sensitive patient data never enters the storage layer.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
TExam Day Tips
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
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
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Implement image and video processing solutions — This question tests Implement image and video processing solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Enable content moderation in Video Analyzer for Media settings. — Option C is correct because enabling content moderation in Azure Video Analyzer for Media automatically redacts or flags sensitive content, including PHI, from transcriptions during the indexing process. This built-in feature ensures that PHI is not stored in the output without requiring additional post-processing or manual deletion.
What should I do if I get this AI-102 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "best". Signals that multiple options may be partially correct. Choose the option that most directly solves the exact problem described, not the one that sounds most complete.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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