Flower Labs

Flower builds the infrastructure for federated and collaborative AI. The company develops an open-source framework that enables organizations to train AI models on distributed data without centralizing it, unlocking valuable data silos across healthcare, finance, automotive, and IoT sectors. Flower's platform supports any machine learning framework including PyTorch, TensorFlow, and JAX, making federated learning accessible to researchers and enterprises worldwide.

The company champions a "train different" philosophy, emphasizing that the future of AI should be collaborative, open, and distributed rather than centralized. Flower Labs provides enterprise-grade services including Flower Intelligence for running LLMs locally or on confidential remote compute, SuperGrid for enterprise deployments, and professional support. The framework has been adopted by major organizations including Mozilla, J.P. Morgan, NHS, and leading research institutions like MIT and Harvard, establishing Flower as the industry standard for federated AI.