OctaiPipe has released version 2.0 of its Federated Learning Operations platform for Critical Infrastructure on-device AI. This platform allows data scientists to build and orchestrate networks of intelligent Edge devices, streamlining the entire lifecycle from network setup and training to deployment, AI model fine-tuning and continuous learning. Federated Learning Operations (FL-Ops) enables the deployment of AI to the edge and the management of distributed learning across a network of intelligent devices, allowing for data to be shared between devices in a decentralised network for continuous, distributed learning.
