The company's platform, which supports a variety of industries and applications, is designed to enable federated learning and analytics without centralizing data to the cloud, ensuring maximum privacy and efficiency. It includes a lightweight, cross-platform Edge AI SDK that can be deployed on edge GPUs, smartphones, and IoT devices, as well as a user-friendly MLOps platform to simplify decentralized machine learning and real-world deployment. FedML also manages an open-source community/ecosystem on Federated Machine Learning with more than 1000 users worldwide and offers an enterprise platform for decentralized and collaborative AI, as well as a web 3 AI marketplace for monetizing data, ML models, and AI applications.