watsonx.data

Scale AI workloads, with all your data, wherever it resides

The only hybrid, open data lakehouse for enterprise AI and analytics

06 October 2025

Blog post

Introducing IBM watsonx.data Developer Edition

A free, developer-focused lakehouse environment that lets you explore, experiment, and prototype data and AI applications quickly

01 August 2025

Article

Building an agentic RAG pipeline

The Agentic RAG architecture represents a significant advancement over traditional RAG systems, particularly for advanced technical domains. With the use of specialized agents, hybrid data structures, and intelligent orchestration, we achieved 95% accuracy while significantly improving user experience and operational efficiency.

17 April 2025

Tutorial

Build a scalable analytics pipeline with IBM watsonx.data, Apache Spark, and open table formats

In this tutorial, you'll complete an e-commerce use case with IBM watsonx.data and Apache Spark within the medallion architecture.

28 February 2025

Article

The open source ecosystem of watsonx

Learn how open source impacts watsonx through some of the key open source projects that IBM has invested in.

03 December 2024

Article

Scale enterprise AI with IBM watsonx

This article provides details on the features and use cases of the IBM watsonx product suite to show how users can manage the full AI lifecycle when integrating all parts of the watsonx portfolio together.

11 October 2024

Article

Data governance for AI models with watsonx

Implement a strong data governance framework for AI models

07 October 2024

Blog post

Maximize your data potential and drive smarter decision-making

watsonx.data + Cloudera: Powering AI and analytics

26 April 2024

Article

Data ingestion into watsonx.data for the enterprise

Get an explanation of the key features, best practices, and benefits of ingesting data from IBM Db2 on Cloud into watsonx.data with DataStage on IBM Cloud Pak for Data.

16 April 2024

Article

Get started with generative AI assets in watsonx

Generative AI tutorials that help you work with and govern your generative AI assets.

11 April 2024

Tutorial

Data privacy using watsonx.data with IBM Knowledge Catalog

Integrate on-premises watsonx.data with the IBM Knowledge Catalog.

03 April 2024

Article

The data services underlying IBM watsonx

A data fabric approach for defining, organizing, managing, and delivering trusted data to train and tune AI models

14 March 2024

Tutorial

Test data ingestion to watsonx.data using local Spark

Quickly set up a Spark engine locally so that you can try it out on your own system and dive into the lakehouse world.

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watsonx.data

Scale AI workloads, with all your data, wherever it resides

Introducing IBM watsonx.data Developer Edition

Building an agentic RAG pipeline

Build a scalable analytics pipeline with IBM watsonx.data, Apache Spark, and open table formats

The open source ecosystem of watsonx

Scale enterprise AI with IBM watsonx

Data governance for AI models with watsonx

Maximize your data potential and drive smarter decision-making

Data ingestion into watsonx.data for the enterprise

Get started with generative AI assets in watsonx

Data privacy using watsonx.data with IBM Knowledge Catalog

The data services underlying IBM watsonx

Test data ingestion to watsonx.data using local Spark