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Federated Analysis

Federated Data Fabric

Collaborative ML across healthcare institutions — no data leaves home

Federated Data Fabric

Learn About Federated Analysis

Understand the core concepts behind federated learning and analysis — how data stays local, models travel, and insights are shared without compromising privacy.

Explore Federated Networks

Browse existing federated networks, discover active nodes, and see real-world deployments of the Federated Data Fabric in action.

Set up a Coordinator Site

The coordinator orchestrates federated tasks across nodes. Follow the setup guide to configure and deploy your own coordinator site.

Set up a Data Site

A data site keeps your data local while participating in federated analyses. Learn how to install, configure, and register your data site in a network.