Data refinery

A tool available in IBM watsonx.ai and IBM Knowledge Catalog

Saves data preparation time with data refinery

The data refinery tool is available with IBM® watsonx.ai™ AI studio and IBM Knowledge Catalog. It saves data preparation time by quickly transforming large amounts of raw data into consumable, high-quality information that’s ready for analytics.

Analyze and transform your data

Interactively discover, cleanse and transform your data with over 100 built-in operations. No coding skills are required.

Profile and visualize data

Understand the quality and distribution of your data by using dozens of built-in charts, graphs and statistics. Automatically detect data types and business classifications.

Connect to data wherever it is stored

Access and explore data that is stored in a wide spectrum of data sources within your organization or in the cloud.

Governed self-service data preparation

Automatically enforce policies set by data governance professionals.

Schedule job execution

Schedule data flow executions for repeatable outcomes. Monitor results and receive notifications.

Easily scale out through Apache Spark to apply transformation recipes on full data sets. No management of Apache Spark clusters is needed.

Related products

IBM watsonx.ai

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IBM Watson® Studio

Build and scale trusted AI across any cloud, all in one integrated environment.

IBM Knowledge Catalog

Activate business-ready data for AI and analytics with intelligent cataloging.

Governance and Catalog

Using advanced data classification and masking functions, data protection rules support secure data handling through data lineage tracking and comprehensive audit trails.

Take the next step

Try the data refinery tool in watsonx.ai and the IBM Knowledge Catalog.

Try watsonx.ai Try IBM Knowledge Catalog
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