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FEDERATED, SECURE AND PRIVATE AI FOR EVERYONE.


AN ALL-IN-ONE PLATFORM TO RUN, DEVELOP & PUBLISH FEDERATED & PRIVACY-PRESERVING
MACHINE LEARNING ALGORITHMS.

For Developers For Researchers Explore App Store



PRIVACY-PRESERVING AI

Federated learning, differential privacy and secure multi-party computation
enable a privacy-preserving analysis of multi-institutional data. The data
remain safely behind local firewalls. No sensitive patient data is exchanged.


PROJECT MANAGEMENT

Collaborate across institutions and borders. Build your own workflows,
consisting of the federated AIs and train machine learning models without
programming expertise. It doesn't get any easier than this.


APP STORE

Contribute your own federated AI solutions and publish them in our App Store.
With our templates, developing federated learning apps becomes really easy. Make
your algorithm accessible and available to the public!


FOR RESEARCHERS


COLLABORATIVE MACHINE LEARNING

Create projects, invite collaborators, and analyze big, decentralized datasets
together. Stay in charge and maintain full control of your data. Join projects
and contribute data. Perform machine learning analyses in an intuitive
environment.


FOR DEVELOPERS


PRIVACY-PRESERVING AI

Use the FeatureCloud API to develop your own federated algorithms. App templates
help you to focus on what's important. Your apps will be checked and certified
by our privacy experts. Bring your ideas and privacy-preserving AI directly to
healthcare.



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This project has received funding from the European Union's Horizon2020 research
and innovation programme under grant agreement No 826078. This website reflects
only the authors' view and the European Commission is not responsible for any
use that may be made of the information it contains.
© 2021 FeatureCloud