Quick Answer
The answer is Microsoft Purview. This is the correct resource because Purview is a unified data governance service specifically designed to scan both on-premises SQL Server and Azure SQL databases, automatically classify sensitive data using built-in classifiers for PII and financial information, and build a centralized data map that provides a single pane of glass across hybrid environments. On the Microsoft Cybersecurity Architect exam, this question tests your understanding of how Purview differs from other Microsoft security tools like Defender for Cloud or Sentinel, which focus on threat protection rather than data classification and lineage. A common trap is confusing Purview with Azure Information Protection or Microsoft 365 compliance centers, but remember that Purview is the dedicated service for data governance and cataloging across on-premises and cloud sources. Memory tip: think of Purview as the "map maker" for your data—it scans, classifies, and maps everything into one unified view.
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 plans to use Microsoft Purview to manage data governance across their on-premises SQL Server databases and Azure SQL databases. They need to classify sensitive data and create a unified data map. Which resource should they deploy?
Microsoft Purview
Microsoft Purview provides unified data governance and classification.
Azure Synapse Analytics
Why wrong: Synapse is for big data analytics, not data governance.
Azure Data Factory
Why wrong: Data Factory is for data integration, not classification.
Azure SQL Database
Why wrong: Azure SQL Database is a database service, not a governance tool.
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
Microsoft Purview is the correct choice because it provides a unified data governance service that can scan both on-premises SQL Server and Azure SQL databases, automatically classify sensitive data using built-in classifiers (e.g., PII, financial info), and build a centralized data map. This aligns with the requirement to manage data governance across hybrid environments with a single pane of glass.
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
Why this is correct
Microsoft Purview provides unified data governance and classification.
Related concept
Read the scenario before looking for a memorised answer.
Azure Synapse Analytics
Why it's wrong here
Synapse is for big data analytics, not data governance.
Azure Data Factory
Why it's wrong here
Data Factory is for data integration, not classification.
Azure SQL Database
Why it's wrong here
Azure SQL Database is a database service, not a governance tool.
Common exam traps
The trap here is that candidates often confuse Azure Data Factory's data movement capabilities with Purview's governance role, or mistakenly think Azure Synapse Analytics can perform classification because it includes data warehousing and some security features.
Detailed technical explanation
Under the hood, Microsoft Purview uses Apache Atlas-based metadata management and supports scanning via the Purview Data Map, which connects to data sources using runtime scanners that crawl schemas, sample data, and apply classification rules (e.g., regex patterns for credit card numbers). In a real-world hybrid scenario, Purview can classify sensitive columns in on-premises SQL Server using a self-hosted integration runtime, then publish the unified data map to Azure for centralized policy enforcement.
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 — Microsoft Purview is the correct choice because it provides a unified data governance service that can scan both on-premises SQL Server and Azure SQL databases, automatically classify sensitive data using built-in classifiers (e.g., PII, financial info), and build a centralized data map. This aligns with the requirement to manage data governance across hybrid environments with a single pane of glass.
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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