GPU & AI · operator-owned

Operate GPU infrastructure as a cloud product.

LayerOne connects the accelerator estate to scheduling, tenant isolation, Kubernetes, customer self-service and GPU-hour billing — one commercial operating layer under your brand.

gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8gpu ×8SCHEDULERjob · train-01job · infer-07job · eval-03reserved · 4×GPU hours · this month96 of 114 accelerators allocated · self-service by the hour · metered and invoiced
The GPU cloud operating model

From accelerator rack to GPU-hour invoice.

LayerOne turns physical capacity into an operator-controlled service path. Infrastructure, operations, the customer experience and the commercial record stay connected.

  1. 01 · Infrastructure

    Accelerator estate

    GPU nodes, storage and network

  2. 02 · Operations

    Schedule & isolate

    Placement, quotas and health

  3. 03 · Cloud product

    Package capacity

    On-demand, reserved and clusters

  4. 04 · Customer

    Self-service

    Portal, projects and API

  5. 05 · Commercial

    Meter & invoice

    GPU-hours, usage and plans

One estate · two working views

Operator control on one side. Customer consumption on the other.

Both surfaces act on the same capacity, policy and metering record. The operator stays in control while the customer gets a real cloud experience.

For datacenter operators

Run the GPU business.

Capacity

Fleet health, utilisation and availability by pool and site

Control

Placement policy, reservations, quotas and lifecycle

Commercial

Catalogue, commitments, GPU-hour plans and invoices

For your end customers

Use GPU like a cloud.

Provision

GPU instances and Kubernetes from approved capacity

Operate

Projects, teams, credentials and workload lifecycle

Understand

Usage, budget, forecast, invoices and support requests

Platform capabilities

The operating layer around the accelerator.

The hardware is only the starting point. LayerOne adds the controls and customer workflows that turn capacity into a repeatable service.

One accelerator inventory

Register GPU nodes and pools across sites, with capacity, health and allocation visible to the operator.

GPU-aware scheduling

Place training, inference and general compute according to quota, reservation, site and tenancy policy.

Tenant isolation & quotas

Give each organisation enforceable allocations and project boundaries while sharing the underlying estate.

Instances & Kubernetes

Sell GPU instances, reserved capacity and managed clusters through one operator-defined catalogue.

GPU-hour metering

Attribute accelerator time, storage and network usage to the correct tenant, project and commercial plan.

API-first operations

Expose approved workflows through the same API used by the console and the customer portal.

The LayerOne Panel

One operating system for the cloud you sell.

Run infrastructure, deliver managed services, govern tenants and turn usage into revenue—from one operator-owned control plane.

Illustrative demo · sample data
panel.layerone.am

Operator command center

Cloud operations

Infrastructure, services, customers and revenue in one view.

+ Provision service
Active tenantsTN
47+6 this quarter
GPU capacityGP
84%96 of 114 accelerators
Services deliveredSV
186Across 4 service families
Monthly metered
€128k+12.4% month over month
Service estateOperator-owned infrastructure
GPUCompute & acceleratorsInstances, clusters and scheduling Healthy
CLDManaged cloudContainers, databases and storage Healthy
WEBWeb, network & edgeSites, DNS, certificates and traffic Healthy
COMCommunicationsEmail, relay and domain services Healthy
Metered revenue · 30 days+12.4%
€128,420
Automation liveLast 10 min
Tenant quota expanded
GPU instance provisioned
Invoice usage reconciled
One control planeFour jobs doneThe complete Panel stack
OperateInfrastructureCompute, network and storage
DeliverCloud servicesApps, data, domains and email
GovernTenantsIsolation, IAM and policy
SellUsage to revenuePlans, metering and billing
Partner with us

Your accelerators. Your GPU cloud. Your customer relationship.

Bring the estate you operate and the service model you want to sell. We will map the operator workflow, customer experience and commercial path around it.