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Why Provisioning Breaks AI Cloud Margins
Manual tenant provisioning slows onboarding and makes policy harder to apply consistently.
Slow Provisioning Kills Revenue
Ticket-based provisioning adds avoidable handoffs between customers and infrastructure teams.
Namespace Isolation Is Too Weak
Namespace-only designs share control-plane and node-level components, which is unsuitable for untrusted tenants.
Separate Cluster Stacks Add Work
Building a separate management stack for every tenant increases operational work and fragments policy.
One Portal to Provision Any Tenant Cluster
vCluster Platform templates give customers a self-service path to approved Kubernetes environments. vMetal supplies infrastructure, Private Nodes dedicate workers, and operators define access, capacity limits and readiness requirements. vCluster Labs serves 50+ GPU clouds & Fortune 500s.