What is data refinery?

Available in IBM Watson® Studio and Watson™ Knowledge Catalog, the data refinery tool saves data preparation time by quickly transforming large amounts of raw data into consumable, quality information that’s ready for analytics.

Data refinery features

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 using dozens of built-in charts, graphs, and statistics. Automatically detect data types and business classifications.

Connect to data wherever it resides

Access and explore data residing in a wide spectrum of data sources within your organization or 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.

Serverless execution

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