Master Data Governance in Microsoft Fabric with Purview

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Mownika

7th oct 2025

Master Data Governance in Microsoft Fabric with Purview

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Managing and securing data effectively remains one of the biggest challenges for businesses today. With increasing data volumes and complex regulatory requirements, organizations struggle to ensure that their data is not only protected but also easily accessible and well-governed. In fact, 60% of corporate leaders have prioritized data governance, surpassing AI by 80% in focus for data platforms and security initiatives. 

To address these challenges, Microsoft Purview, integrated with Microsoft Fabric, provides a comprehensive solution for data governance. 

This blog will explore the key features of Purview, its integration with Microsoft Fabric, and how it helps businesses streamline data management, security, and compliance.

Key Takeaways:

  • Microsoft Purview integrates with Microsoft Fabric to enable effective data governance, ensuring data security, compliance, and management.
  • Key features of Purview include data discovery, data cataloging, compliance auditing, and data protection tools.
  • To get started, configure Microsoft Purview, define clear governance policies, and monitor your data ecosystem for compliance and security.
  • The Purview Hub offers a centralized interface for managing all data governance tasks, including data lineage tracking, metadata management, and security controls.
  • Azure integration enhances security with features like Active Directory, encryption, and access control, further protecting data within the Microsoft Fabric ecosystem.

Key Components and Features of Microsoft Purview

Microsoft Purview enables businesses to discover, catalog, protect, and audit data across cloud and on-premise environments.

Microsoft Purview offers a range of features that help businesses manage and govern data across cloud and on-premise environments.

  • Data Discovery: Purview provides powerful tools for discovering and classifying data. It automatically scans data sources to identify and catalog critical assets.
  • Data Catalog: A centralized repository that allows users to search, find, and manage data across different platforms.
  • Compliance and Auditing: Helps track data usage and ensure compliance with regulatory standards through detailed auditing capabilities.
  • Data Protection: Enforces security policies to ensure that sensitive data is managed securely.

Also Read: Simple Guide to Data Infrastructure and Analytics 

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Now that we understand the core features, let’s dive into how you can get started with data governance in Microsoft Fabric.

How to Get Started with Governance in Microsoft Fabric

Guide to implementing data governance in Microsoft Fabric using Purview, policies, and continuous monitoring.

Getting started with data governance in Microsoft Fabric involves configuring Microsoft Purview, defining governance policies, and continuously monitoring for compliance and security. Below is a breakdown of the steps:

Step 1: Configure Microsoft Purview

To begin implementing data governance, you first need to configure Microsoft Purview within Microsoft Fabric.

  • Set up Purview: Create and configure your Microsoft Purview account to connect to your Microsoft Fabric environment.
  • Connect data sources: Integrate data sources such as Azure Data Lake, SQL databases, and on-premises systems to ensure all data is cataloged and monitored.
  • Automate scanning: Use Purview’s automated scanning capabilities to identify and classify your data across various environments.
  • Capture metadata: Ensure that metadata is captured for each data asset, allowing for easy discovery, governance, and auditing.

Step 2: Define Governance Policies

Once Microsoft Purview is set up, it’s crucial to define clear governance policies for managing access, security, and compliance.

  • Role-based access control (RBAC): Implement RBAC to grant access permissions to users based on their roles, ensuring that only authorized individuals can access sensitive data.
  • Data classification: Define policies to classify sensitive data based on its sensitivity level (e.g., confidential, public, restricted).
  • Data retention policies: Set retention policies to determine how long different types of data should be stored and when they should be deleted, ensuring compliance with data regulations.
  • Data sharing and usage policies: Establish rules for how data can be shared between teams or external parties, ensuring it’s done securely and within compliance.

Step 3: Monitor Data Governance

Ongoing monitoring is essential to ensure that governance policies are being followed and to address any issues promptly.

  • Use the Purview dashboard: The Purview dashboard provides an overview of data usage, access patterns, and policy compliance. It serves as a centralized tool for monitoring.
  • Generate reports: Regularly generate governance reports to analyze data access, classification, and policy adherence. Use these insights to identify gaps in security or compliance.
  • Set up alerts: Configure automated alerts to notify administrators of any unauthorized access or policy violations, enabling prompt corrective action.
  • Adjust policies: Continuously review the governance practices and make adjustments based on data insights, regulatory changes, or organizational needs.

Also Read: Top Data Governance Tools to Learn About

Once you're set up, it’s essential to understand how the Microsoft Purview Hub integrates all your governance tools into a unified interface for seamless management.

What is the Microsoft Purview Hub in Microsoft Fabric?

The Microsoft Purview Hub is a unified interface within Microsoft Fabric that integrates multiple Purview services, providing users with centralized access to essential data governance tools. 

As organizations face increasing data security risks, with the average cost of a data breach reaching $4.88 million in 2024 (a 10% increase from 2023), managing and securing data effectively becomes even more critical.

1. Centralized Management

The Purview Hub consolidates all data governance functions, including data discovery, policy enforcement, and auditing, in one accessible interface. This centralized approach simplifies the management of data assets, reducing complexity and improving efficiency.

2. Easy Navigation

With an intuitive interface, users can easily navigate key governance features, including data cataloging, lineage tracking, and security management. 

This streamlined access ensures that data management and security practices are consistently enforced across the organization.

Also Read: Understanding the OneLake Data Hub in Microsoft Fabric

With data governance in place, let's discuss how integrating Microsoft Purview with Azure enhances security and helps prevent data loss.

Preventing Data Loss and Enhancing Security with Azure Integration

Enhance data security and prevent loss with Azure integration, using Purview, Azure AD, encryption, and access control.

Preventing data loss and securing sensitive information is a core part of any data governance strategy. Microsoft Purview, when integrated with Azure, provides advanced security features to protect data across the entire lifecycle.

Azure Active Directory Integration

Azure AD centralizes authentication and authorization across your organization. It ensures that only authorized users and applications can access specific data, enhancing control and reducing security risks.

  • Provides secure sign-on and identity management for users.
  • Enables role-based access and multi-factor authentication (MFA) for added security.
  • Allows conditional access policies to control access based on user conditions or location.

Encryption

Azure offers powerful encryption capabilities to protect data both at rest and in transit. This ensures that sensitive information remains protected throughout its lifecycle.

  • Data at rest is encrypted using Azure Storage encryption, protecting data stored in databases and file systems.
  • Encryption in transit is achieved through Transport Layer Security (TLS), safeguarding data during transmission across networks.
  • Customer-managed keys (CMKs) enable complete control over the encryption process, providing enhanced security.

Access Control

Implementing access control policies helps prevent unauthorized data exposure and ensures that only authorized users can access sensitive information.

  • Role-based access control (RBAC) restricts access based on users' roles, ensuring the right data is accessible to the right individuals.
  • Data masking hides sensitive information from unauthorized users, protecting privacy while still allowing access to necessary data for business operations.
  • Granular permissions can be set to restrict access to specific data, preventing unnecessary exposure.

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To further solidify your governance strategy, data lineage and metadata management are critical tools for tracking and managing your data effectively.

Data Lineage and Metadata Management in Microsoft Fabric: Powerful Tools

Data lineage and metadata management are fundamental components of an effective data governance strategy. By tracking the flow of data through various systems and managing metadata, organizations gain visibility into how data is used, transformed, and consumed.

1. Data Lineage Tracking

Microsoft Purview’s data lineage capabilities provide a clear visualization of data’s journey across the organization. This helps you understand how data is processed, transformed, and how it interacts with various systems.

  • Track Data Movement: View how data flows between systems, from ingestion through processing, to final storage or consumption.
  • Identify Data Dependencies: See which datasets depend on others, allowing for more effective impact analysis when changes are made.
  • Understand Data Transformations: Know how raw data is transformed throughout processes (e.g., aggregation, cleansing, or enrichment), which is critical for ensuring data quality and traceability.
  • Enhanced Auditability: With detailed lineage, you can quickly identify where errors or issues occur within data processing workflows, improving troubleshooting and compliance reporting.

2. Metadata Management

Managing metadata ensures consistency across your data estate and allows for effective discovery, classification, and auditing of data.

  • Standardize Metadata: Purview enables businesses to define data structures, ensuring that all systems across your organization use consistent definitions, tags, and classifications for datasets.
  • Automated Metadata Capture: Purview can automatically capture metadata as data is processed, making it easier to track key information such as data types, sources, and transformations.
  • Data Cataloging: Metadata is cataloged, making it easier to find, access, and understand data across systems. This reduces the time spent searching for data and helps users understand the context of the data they are using.
  • Compliance & Auditing: By managing metadata consistently, businesses can ensure that all data complies with regulatory standards, improving auditability and governance.

​​Conclusion

Mastering data governance through effective data lineage, metadata management, and robust security practices is essential for any organization looking to secure its data and ensure compliance. 

Microsoft Purview’s features, such as data lineage tracking and sensitivity labels, help businesses not only to safeguard sensitive data but also maintain a high level of trust in the data they use. 

At WaferWire, we specialize in helping businesses implement comprehensive data governance frameworks with Microsoft Purview and Microsoft Fabric. Let us help you secure, manage, and optimize your data environment. 

Contact us today to discover how we can optimize your data governance strategy and enhance your data security practices.

FAQs

Q: How does Microsoft Purview help in maintaining data compliance?
A: Microsoft Purview assists in data compliance by providing detailed auditing capabilities and ensuring that all data is classified and stored according to regulatory requirements. It automatically tracks data usage and enforces compliance policies for different data types, ensuring continuous adherence to standards like GDPR and HIPAA.

Q: Can Microsoft Purview handle both cloud and on-premises data sources?
A: Yes, Microsoft Purview can integrate and govern data across both cloud and on-premises environments. It supports a wide variety of data sources, including Azure Data Lake, SQL databases, and on-premises systems, ensuring a unified governance strategy across your entire data estate.

Q: What is the role of sensitivity labels in Microsoft Purview?
A: Sensitivity labels are used to classify data based on its sensitivity level, such as confidential, restricted, or public. These labels help ensure that appropriate security measures—such as encryption or restricted access—are applied to sensitive data, enhancing data protection.

Q: How does data lineage tracking in Purview improve data governance?
A: Data lineage tracking provides a visual representation of how data flows across systems, showing where it originates, how it's transformed, and where it’s used. This transparency is essential for troubleshooting, compliance audits, and ensuring data quality by identifying bottlenecks or errors in data processing workflows.

Q: Can businesses apply data retention policies using Microsoft Purview?
A: Yes, businesses can set data retention policies in Microsoft Purview to manage how long data should be kept and when it should be archived or deleted. This ensures compliance with regulatory data retention requirements and helps organizations avoid the risks associated with storing unnecessary or outdated data.

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