Modelplane: Open-source control plane for AI inference

Upbound, the company behind Crossplane, released Modelplane, an open-source control plane that manages fleet-wide coordination for AI inference across clouds, neoclouds, and on-premise data centers. The software automates model placement, replica scaling, infrastructure provisioning, weight distribution, and traffic routing for organizations running open-weight models on their own hardware.

Organizations that run open-weight models on hardware they own operate GPU fleets spread across clouds, neoclouds, and on-premise data centers. Each fleet handles model placement, replica scaling, infrastructure provisioning, weight distribution, and traffic routing. Teams have built this coordination layer by hand, one operator at a time. Upbound, the company behind the Crossplane project, released Modelplane, an open-source control plane that manages fleet-wide coordination for AI inference. The software installs in a user’s own environment … More https://www.helpnetsecurity.com/2026/06/26/modelplane-open-source-control-plane-ai-inference/ The post Modelplane: Open-source control plane for AI inference https://www.helpnetsecurity.com/2026/06/26/modelplane-open-source-control-plane-ai-inference/ appeared first on Help Net Security https://www.helpnetsecurity.com .