There’s a new way of valuing data today. Whether the data is social or mobile, whether it’s on premises or on the cloud, the key to the value of data isn’t its size or quantity or speed or complexity; it is its use. Data isn’t a natural resource to be hoarded; it’s an asset to be used.

It’s time for a new approach to make data more accessible. IBM data refinement, integration and governance solutions put the use of data front and center, helping organizations derive more value from their data. No matter how you plan to use information—preparing it for its intended use or protecting it from misuse—you can now do it consistently and in compliance with organizational and governmental guidelines.

Featured data refinement, integration and governance solutions

Data integration provides a central platform to transform data in any style and deliver it to any systems.

Data lifecycle management manages business information throughout its lifecycle, from requirements through retirement.

Data quality management creates high-quality data to reduce incorrect or inconsistent information, and then continuously monitors and analyzes it to verify that it stays that way.

Data security and privacy increases the security, privacy and integrity of enterprise data, wherever it resides.

Master data management creates a centrally managed, single view of master data entities, such as customers and products, to improve application and business process effectiveness.

Metadata and policy management helps you to discover relationships among data items and to maintain data definitions collaboratively across business and technical teams.

Featured data refinement, integration and governance offers


Save with information governance

Discover how one organization decreased their spending using information governance best practices.


Forrester Consulting study

Find out how IBM solutions can increase your return on investment in this Total Economic Impact study.


Creating confidence in big data analytics

See why Bloor Research stresses the importance of governance, data cleansing, privacy and security.

IBM data refinement, integration and governance products help organizations overcome data challenges and create a source of trusted information to drive better decisions.

Featured products

IBM InfoSphere DataStage

Integrates data on demand across many systems through a high performance parallel framework, extended metadata management and enterprise connectivity.

IBM InfoSphere Master Data Management

Creates trusted views of master data—customers, citizens, suppliers, locations, products, accounts and more—for improving applications and business processes.

IBM InfoSphere Information Server Enterprise Edition

Provides information integration solutions to support trusted and governed information.

IBM InfoSphere Data Replication

Integrates information across heterogeneous data stores in near real time.

IBM Security Guardium

Provides a robust solution to verify the privacy and integrity of trusted information in your data center.

IBM InfoSphere Optim (US)

Manages data from requirements to retirement; boosts performance, empowers collaboration and improves governance across applications, databases and platforms.

All products - Data refinement, integration and governance

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  • Building confidence in big data

    Discover the latest innovations that help organizations enable actions and use new insights.

  • Address information governance now

    Examine the hidden financial penalties for lapsed information governance and untrustworthy data.

  • The Information Confidence Calculator

    Use this tool to score and visualize trust in customer data used for various types of decisions.

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