Flower

The open-source framework for federated learning — training models on data that never leaves the device or organisation holding it. Founded by three researchers who met at Cambridge, including a Cambridge ML professor who ran Samsung's AI lab there; research labs at MIT, Stanford, Harvard, Berkeley and Oxford build on it. $20m Series A led by Felicis.