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New machine management layer joins vCluster to deliver the industry’s first unified AI infrastructure stack, from bare metal to AI-ready environments.

vCluster Labs today introduced vMetal, a new bare metal machine management layer designed to help Neocloud providers and AI factories provision and operate GPU infrastructure at scale — automating everything from initial provisioning to upgrades and repurposing with cloud-like automation.

Most GPU data centers take months to operationalize. vMetal gets you from rack to running cluster in minutes.

Buying GPUs is the easy part. Operating them like a cloud platform is what separates Neoclouds that launch from ones that stall. vMetal automates the full bare metal lifecycle — discovery, provisioning, cluster attachment — so you can start delivering GPU capacity immediately.