What is 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.

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