Zillion Network is an AI-focused cloud platform that provides GPU infrastructure for developers, AI agents, and model labs. Its services include fast-starting GPU sandboxes, serverless inference, and multi-node training and reinforcement-learning clusters. Customers can use GPUs including Nvidia H100, H200, B200, and B300 models, alongside selected RTX options, through self-serve or dedicated capacity.

A central feature is Roka, Zillion’s agent-operated infrastructure system. Roka manages tasks such as workload placement, scaling, node health, recovery, and network operations, with the goal of reducing manual maintenance and operational overhead. Zillion says its platform runs on an owned GPU fleet and offers co-located microVMs, scale-to-zero sandbox compute, and usage-based services. Its infrastructure also supports bare-metal clusters, Slurm, InfiniBand, and GPU-and-CPU co-location.

The platform is API-first, allowing both people and AI agents to access the same capabilities. Zillion offers documentation and API references for self-serve users, as well as build-to-own managed capacity for organizations with larger-scale workloads. Its network security control plane, Argus, is also described as operating in production.