AI Cloud

GPU as a Service Built on Tenant Isolation

Launch a competitive GPU as a service offering in weeks. vCluster Platform deploys hundreds of fully isolated, CNCF-certified tenant clusters on shared bare metal with near-zero marginal cost per tenant.

Trusted by the fastest-growing AI cloud providers
Problem

Why GPU as a Service Is Hard to Launch

GPU providers stall competing on specs alone while customers demand cloud-grade managed Kubernetes experiences.

Raw Compute Is Not Enough

Customers don't just want raw compute. They expect self-service environments, managed Kubernetes, and cloud-native tooling from day one.

Namespace Isolation Is Too Weak

Namespace isolation leaves tenants exposed to platform internals and each other. Separate physical clusters are too expensive to scale.

Building In-House Takes Years

Building a GPU cloud platform yourself takes 6 to 10 engineers, 6 to 12 months, and over a million dollars. Most teams are still building two years in.

Solution

One Stack From Bare Metal to Tenant Clusters

vCluster Platform virtualizes the Kubernetes control plane itself, giving every tenant their own API server, etcd, RBAC, and CRDs as lightweight pods on shared bare metal. Boost Run launched a GPU as a service offering in less than 45 days. Lintasarta launched Indonesia's leading GPU cloud in 90 days with 170+ tenant clusters.

Everything to Launch Your GPU Cloud

From zero-touch bare metal provisioning to isolated tenant clusters and pre-validated AI environments, vCluster covers the full stack.

Bare Metal

Zero-Touch GPU Server Provisioning

From zero-touch bare metal provisioning to isolated tenant clusters and pre-validated AI environments, vCluster covers the full stack.

  • PXE boot to production automatically
  • Full machine lifecycle management
  • Network automation built in

Bare Metal

Zero-Touch GPU Server Provisioning

PXE boot, OS installation, machine registration, and network automation handled automatically. Go from GPU rack to production-ready infrastructure without manual intervention at every step.

  • PXE boot to production automatically
  • Full machine lifecycle management
  • Network automation built in

Tenant Isolation

Isolated Tenant Clusters in Seconds

Every tenant gets a fully isolated Kubernetes control plane running as a lightweight pod. Own API server, etcd, scheduler, and RBAC on shared bare metal hardware with no physical cluster per tenant.

  • Spin up tenant clusters in seconds
  • Own API server per tenant
  • Hundreds of tenants on shared hardware

Workload Security

Kernel-Native Workload Isolation

vNode gives each workload its own secure runtime using seccomp, cgroups, namespaces, and AppArmor. Container breakout protection at bare metal GPU performance with no hypervisor overhead.

  • No hypervisor tax on GPU performance
  • Container breakout protection
  • Defense-in-depth isolation stack

AI Environments

Pre-Validated AI Platforms Included

Pre-validated environments for Run:AI, Ray, and Jupyter turn a bare Kubernetes cluster into a production AI platform in minutes. Skip weeks of integration work and deliver managed AI tooling from launch.

  • Run:AI, Ray, Jupyter ready instantly
  • Cluster to AI platform in minutes
  • Certified against tenant isolation

Customer Experience

EKS-Grade Self-Service for Customers

Give end customers an EKS-like self-service portal to provision their own isolated environments on demand. Your GPU as a service offering matches the cloud experience AI teams already expect.

  • Self-service cluster provisioning portal
  • EKS-like customer experience
  • Fully branded tenant environments

Why vCluster

This isn’t a side project. Behind every vCluster deployment is 5+ years of deep K8s engineering, security hardening, and battle-tested infrastructure work at massive scale.

100K+
GPU Nodes Powered
50+
GPU Clouds & F500s
<45
Days to Launch
30K
GitHub Stars

Get Started in 3 Steps

1
Schedule a Demo

Talk to our team about your stack

2
Deploy vCluster

Deploy vCluster on your infra in minutes

3
Onboard Your Tenants

Go live with a hyperscaler-grade tenant experience in days

FAQs

What are virtual clusters?

A virtual cluster is a Kubernetes cluster that runs inside the namespace of another Kubernetes cluster. Virtual clusters are very lightweight and much cheaper than fully fledged clusters but they are just as powerful. Virtual clusters run with our open-source project vcluster which is a certified Kubernetes distribution, i.e. virtual clusters created with vcluster behave exactly like regular clusters and pass 100% of Kubernetes API conformance tests.

Does vCluster provide SSO via Okta, SAML, OIDC, LDAP, etc?

Yes. vCluster supports all major authentication methods. You can even configure multiple SSO providers at the same time and our documentation provides extensive step-by-step guides for a lot of popular auth providers.

Do you support pay by invoice?

Yes. For customers purchasing the Enterprise plan, we process Purchase Orders and offer invoicing.

Do you offer a free plan or trial?

Yes. vCluster offers a free plan you can use without a credit card.If you’d like to evaluate specific Enterprise features, contact our sales team to set up a guided trial.

What are virtual clusters?

A virtual cluster is a Kubernetes cluster that runs inside the namespace of another Kubernetes cluster. Virtual clusters are very lightweight and much cheaper than fully fledged clusters but they are just as powerful. Virtual clusters run with our open-source project vcluster which is a certified Kubernetes distribution, i.e. virtual clusters created with vcluster behave exactly like regular clusters and pass 100% of Kubernetes API conformance tests.

Does vCluster provide SSO via Okta, SAML, OIDC, LDAP, etc?

Yes. vCluster supports all major authentication methods. You can even configure multiple SSO providers at the same time and our documentation provides extensive step-by-step guides for a lot of popular auth providers.

Launch Your GPU Cloud in Weeks

See how vCluster powers GPU as a service for 50+ GPU clouds and Fortune 500 customers.