Quick Answer
The answer is Microsoft Purview because it is the unified data governance service in Azure designed to catalog and govern data across hybrid and multi-cloud environments, making it the ideal tool for organizing a data lake into raw, curated, and analytics zones while enforcing data lineage tracking. Purview automatically scans data sources, captures end-to-end lineage, and applies a business glossary and classification policies, which directly supports the governance requirements of a large enterprise data lake architecture. On the DP-900 exam, this question tests your understanding of how Purview differs from other Azure data services like Azure Data Factory or Azure Synapse Analytics, which focus on integration and analytics rather than governance. A common trap is confusing Purview with Azure Data Catalog (now deprecated) or assuming Azure Storage handles lineage natively—it does not. Remember: for cataloging and lineage, think Purview, not pipelines. A helpful mnemonic is “Purview for provenance,” linking its name to its core function of tracking data’s origin and transformation across zones.
This DP-900 practice question tests your understanding of describe core data concepts. 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.
You are designing a data lake architecture for a large enterprise. You need to organize data into zones (raw, curated, and analytics) and enforce data lineage tracking. Which Azure service should you use to catalog and govern the data?
Azure Synapse Analytics
Why wrong: Synapse is for analytics, not cataloging.
Azure Data Factory
Why wrong: ADF focuses on data movement, not cataloging and lineage.
Microsoft Purview
Purview provides unified data governance, cataloging, and lineage.
Azure Databricks
Why wrong: Databricks is for data processing, not governance.
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 is a unified data governance service designed specifically for cataloging data assets, tracking lineage across hybrid and multi-cloud environments, and enforcing data policies. Unlike the other options, Purview provides out-of-the-box lineage scanning, a business glossary, and automated classification, making it the appropriate tool for organizing data into zones and ensuring end-to-end lineage in a data lake architecture.
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 Synapse Analytics
Why it's wrong here
Synapse is for analytics, not cataloging.
Azure Data Factory
Why it's wrong here
ADF focuses on data movement, not cataloging and lineage.
Microsoft Purview
Why this is correct
Purview provides unified data governance, cataloging, and lineage.
Related concept
Read the scenario before looking for a memorised answer.
Azure Databricks
Why it's wrong here
Databricks is for data processing, not governance.
Common exam traps
The trap here is that candidates confuse data integration or analytics services (like Azure Data Factory or Synapse) with a dedicated governance and cataloging tool, assuming lineage tracking is a built-in feature of those services rather than a separate function provided by Microsoft Purview.
Detailed technical explanation
Microsoft Purview uses Apache Atlas-based APIs for lineage collection and supports scanning of Azure Blob Storage, ADLS Gen2, SQL databases, and on-premises sources via its runtime scanner. It automatically captures column-level lineage from Azure Data Factory and Synapse pipelines, enabling data consumers to trace transformations from raw to curated zones. In real-world scenarios, Purview’s data map can enforce data classification policies (e.g., GDPR or PII tagging) across zones, ensuring compliance without manual intervention.
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
Describe core data concepts — This question tests Describe core data concepts — Read the scenario before looking for a memorised answer..
The correct answer is: Microsoft Purview — Microsoft Purview is the correct choice because it is a unified data governance service designed specifically for cataloging data assets, tracking lineage across hybrid and multi-cloud environments, and enforcing data policies. Unlike the other options, Purview provides out-of-the-box lineage scanning, a business glossary, and automated classification, making it the appropriate tool for organizing data into zones and ensuring end-to-end lineage in a data lake architecture.
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 DP-900 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 DP-900 exam.
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