AI-102 Plan and manage an Azure AI solution Practice Question
Your organization uses Microsoft Purview to govern AI models. You need to ensure that data used for training complies with internal policies. What should you configure?
⚠ Common exam trap
Many candidates confuse data cataloging (Data Map) or classification (sensitivity labels) with usage monitoring, leading candidates to select options that address data discovery or protection rather than compliance monitoring.
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
✓
Set up Data Estate Insights to monitor data usage
Data Estate Insights in Microsoft Purview provides monitoring and analytics over data estate health, including data usage patterns. By configuring Data Estate Insights, you can track how training data is accessed and used, enabling you to verify compliance with internal policies on data consumption for AI model training.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Set up Data Estate Insights to monitor data usage
Why this is correct
Provides governance and compliance monitoring.
- ✗
Use Microsoft Purview Data Map to catalog training data
Why it's wrong here
Cataloging is not sufficient for policy enforcement.
- ✗
Apply sensitivity labels to training data
Why it's wrong here
Labels alone do not enforce compliance.
- ✗
Enable Microsoft Purview Information Protection
Why it's wrong here
Protection is about encryption and rights management.
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