#analytics

What is data governance?

Data governance is the overall management of data availability, relevancy, usability, integrity and security in an enterprise. It helps organizations manage their information knowledge and answer questions, such as:

  • What do we know about our information?
  • Where did this data come from?
  • Does this data adhere to company policies and rules?

Data governance practices provide a holistic approach to managing, improving and leveraging information to help an enterprise's overall data management efficiency.

Data governance solutions from IBM enable you to locate and retrieve information about data objects — their meaning, physical location, characteristics and usage. This helps improve IT productivity, while meeting regulatory and compliance requirements.

→ See why IBM was recently recognized as a leader in The Forrester Wave: Machine Learning Data Catalogs

Learn more about data governance in 2 minutes or less

What are the essentials for data governance?

Master Your Data with Data Governance

How do I start my data governance journey? 

Features

Flexible data governance strategy icon

Flexible data governance strategy

With multiple entry points, you can adopt a data governance strategy to suit your organizational objectives, while shaping business information in unique ways that suit your needs.

Application archiving and streamlining icon

Data cataloging

Use machine learning-powered data catalogs to improve the efficiencies of knowledge workers and make the processes of harvesting metadata, curating assets and sharing knowledge efficient.

Confidence in big data analytics icon

Confidence in big data analytics

Obtain clean, consolidated, consistent and current information. Use this information to drive big data projects and applications, while aligning with governance objectives.

Privacy and protection icon

Privacy and protection

Identify data with meaning; assess data value and risk; secure personally identifiable information (PII), predictive customer intelligence (PCI) and personal health information (PHI); and comply with GDPR.

What's new

Make your data business-ready for AI

Learn the five essential elements to make your data business-ready to drive digital transformation and compliance with AI  — at scale.

Intelligent Data Governance for a Trusted and Business-Ready Data Lake

Discover the different steps on the path to AI and how to prepare a successful governance foundation within your data lake.

Introducing IBM Watson® Knowledge Catalog Professional

Infused with AI, IBM’s intelligent data catalog simplifies and accelerates how knowledge workers make decisions and strengthen enterprise governance.

Northern Trust's Data-Driven Transformation: Integrating the Human and Technology Dimensions

Discover how Northern Trust Corporation is tapping human experience and technology platforms to become data driven.

The IBM solution empowers us to keep our clients’ personal data safe, protecting the company’s reputation and preserving our customers’ trust.

Han van der Vinden, Test Manager, CZ

Schedule a 30-minute one-on-one call

Engage with thought leaders, distinguished engineers and unified governance and integration experts who have worked with thousands of clients to build winning data, analytics and AI strategies.