Tune Insight
Federated Learning
Flower: A Friendly Federated Learning Framework
A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
Bitfount | Federated AI and Data Science Platform
The all-in-one platform for federated AI and data science. Bitfount enables large-scale privacy-preserving data collaborations without any data sharing.
Apheris - Governed, private, secure ML data products
Build ML-powered products using data that spans organizational or geographical boundaries, while ensuring compliance with regulation.
Sherpa.ai - Federated Learning Platform
Sherpa.ai is the first SaaS Federated Learning Platform that allows to train models through data collaboration while preserving data privacy
Secure and Resilient AIfor Critical Infrastructure IoT | OctaiPipe
OctaiPipe safeguards critical infrastructure with AIoT devices, enhancing asset health and security while reducing cloud data transfers.
Scaleout - Machine learning with data privacy
Streamlining federated learning with seamless integration, flexible deployment, and instant start.