ecosystem. It features robust tools for enterprise AI platforms, model deployment, model serving, AI agent APIs, and more. It supports launching training and inference jobs on a serverless/decentralized GPU cloud, experimental tracking for distributed training, and enhanced security and privacy measures. TensorOpera® FedML: Available at FedML.ai, this platform is a leader in federated learning and analytics, supporting zero-code implementation. It includes a lightweight, cross-platform Edge AI SDK suitable for edge GPUs, smartphones, and IoT devices. Additionally, it offers a user-friendly MLOps platform to streamline decentralized machine learning and deployment in real-world applications.