Deployment tiers

Three tiers, one configuration path

Solo projects, seed-stage teams, and distributed enterprise environments each need different hardware. We match the setup to the people running it.

Individual developers

A single instance for a personal project, staging environment, or API. Dedicated resources you can provision and reconfigure without a long commitment.

Growing startups

Cloud servers and GPU nodes that expand as user volume and data storage grow. Start small, then add capacity without rebuilding the stack.

Enterprise operations

Multi-rack dedicated infrastructure built for high-concurrency database queries, business continuity, and demanding production workloads.

Scalable hosting

Grow capacity as the project grows

Scalable hosting frameworks adjust compute resources as user volume and data storage expand. Add cloud capacity, move to dedicated hardware, or bring GPU nodes online when a training run demands it.

Enterprise infrastructure is engineered for high-concurrency database queries and business continuity, so the platform keeps pace with the business instead of constraining it.