Hot Aisle is a developer-first cloud infrastructure provider focused on production inference workloads, including sovereign AI deployments. Its platform automates infrastructure beneath Kubernetes, enabling customers to provision isolated AMD GPU compute in under a minute through a terminal interface, API, or command-line tool—without first contacting sales. Hot Aisle prepares the physical and virtual environment, including automated networking, host setup, operating systems, and current ROCm drivers. Compute is delivered in NUMA-balanced KVM virtual machines with direct GPU access and isolation designed to avoid noisy neighbors.

Customers can begin with a single GPU for as little as one minute and scale to GPU groups, dedicated nodes, or complete bare-metal clusters on the same platform. Usage-based billing is charged by the minute, with no large reservation or cloud minimum required to get started. Hot Aisle also provides direct support from the people operating the infrastructure. The company says it monitors platform health and account usage, not customers’ workload contents; bare-metal customers control the whole machine.