Skip to main content
NEURONPLANT

Use case

Multi-Tenant Compute Factory

Offer AI capacity to many customers.

A factory built to sell capacity: isolation, metering, rapid provisioning, and a hall-partner model that can grow in cells.

Start a Project

Architecture

  1. 01Onboarding
  2. 02Tenancy / Isolation
  3. 03Accelerator pools
  4. 04Shared Fabric
  5. 05Platform Control Plane
  6. 06Billing / Observability
  7. 07Operate

This path is one instance of the factory data pipeline: data to workload, landed on the accelerator plant, then operate. NeuronPlant engineers the cell and the vendor coordination. We do not write every model. We do not construct the hall.

Applications / Platform →Runtime / Operate →

Infrastructure

Site
Colo or owned hall from a hall partner, grown in cells. Not a NeuronPlant campus.
Power
Cell-based capacity, N+1 at hall and rack
Cooling
Liquid-ready rows for density growth
Compute
Pooled accelerators. GPU nodes with MIG / tenant slicing where applicable.
Network
Segmented Spectrum-X or Quantum fabrics: East-West compute isolated from tenant North-South, noisy-neighbor controls
Structured cabling
Per-plane trays so a tenant storage change cannot yank an East-West compute trunk. Labels that survive a night shift.
Storage
Per-tenant namespaces on a shared high-performance backend
Platform
Onboarding → tenancy → accelerator pools → control plane → customer workloads.
Operate
Shared control plane, per-tenant isolation, observe as a billed plane.

Design considerations

  • Tenant isolation model
  • Oversubscription policy
  • Support and SLA boundaries
  • Chargeback and telemetry
  • Cable plant isolation between tenants and between planes
  • Cooling headroom for densification
  • Sovereign or regional cells
  • Tenant telemetry without a dashboard shopping list