Anvil / Private AI infrastructure

Active development

Make the cluster a foundation. Not a project of its own.

Anvil is being developed to automate private Kubernetes infrastructure for AI workloads. The focus is repeatable provisioning and a lifecycle that an existing IT team can understand and operate.

Inside Anvil

See the infrastructure take shape.

From supported hardware to AI workloads

Start with a defined deployment path.

AI infrastructure combines familiar responsibilities—compute, networks, storage, identity—with model-serving and GPU requirements. Anvil’s role is to bring those responsibilities into a supported operational environment.

Initial scope centers on a defined hardware and software configuration. Compatibility, installation behavior, and lifecycle operations need to be validated before they become published support commitments.

Discuss your deployment requirements →
Provisioning concept Architecture illustration · not a GUI screenshot
AnvilProvisioning & lifecycle control
Control planeSupported configuration
AI workerSupported configuration
AI workerSupported configuration
Networking Health signals

Illustrative topology. Actual sizing depends on the workload and validated deployment profile.

Product focus

Plan for day two from day one.

Provision

Repeatable installation and configuration of a supported Kubernetes environment.

Development objective

Operate

Cluster health and essential platform services with clear operator visibility.

Development objective

Maintain

Documented update, backup, recovery, and rollback procedures validated against supported configurations.

Development objective

Scope & readiness

A credible starting point. A deliberate roadmap.

Initial validation priorities

  • One repeatable installation path
  • A published hardware compatibility matrix
  • Defined networking and GPU configuration
  • Cluster health and operational runbooks
  • A complete demonstration with an AI workload

Later-stage objectives

  • Disconnected installation and update lifecycle
  • Multi-site fleet administration
  • Broader hardware and GPU coverage
  • Expanded resilience and upgrade automation

These are roadmap directions, not current availability or performance guarantees.

Build with us

Start with one useful workflow.

Bring your infrastructure, your operational constraints, and a problem worth solving. Together, we can define a focused pilot and what success should look like.

Discuss a design partnership