The network operating layer for NVIDIA AI factories.
What we hear in almost every AI factory conversation.
The network must make compute, storage, host orchestration, NICs, DPUs, and every fabric behave as one production system, while NVIDIA architectures continue to move forward.
Reference architectures keep advancing
Each generation changes GPU, NIC/DPU, scale-up, scale-out, and front-end design choices. Static scripts turn into technical debt.
One factory contains multiple fabrics
Front-end, storage, border, Ethernet, InfiniBand, and NVLink domains must be coordinated instead of operated as separate islands.
Tenancy must extend to the wire
Tenant intent must become consistent isolation across switches, overlays, compute, storage, NICs, and DPUs, not only a workload label.
Hardware cannot wait for integration
Network and ecosystem workflows need to be tested before racks arrive, reducing idle infrastructure and accelerating workload readiness.
How Aviz solves the complexities of AI factories.
One orchestration layer — network, GPU, and telemetry — integrated upward and abstracting everything below, plus the engineers who run it with you.
Platforms, orchestration and applications
Kubernetes · Slurm · Run:AI · BCM · Red Hat · Spectro Cloud
The Aviz solution
Onboarding
ZTP to configured device
Tenancy
Segmentation and policy
Operate
Telemetry, alerts, RMA
Integration
Host orchestration, DSX Air
Aviz FDEs
Forward-deployed engineers who know this whole stack end to end.
- Design
- Bring-up
- Tenancy
- Day 2
- 24×7 TAC
AI factory hardware infrastructure
HGX B300 · GB200/GB300 NVL72 · RTX PRO
BlueField-3 · ConnectX-8 SuperNICs
VAST · WEKA · DDN
Dell · HPE · Lenovo · Supermicro · Cisco
Ethernet · InfiniBand · NVLink · UEC · RoCEv2
Cumulus · SONiC flavours · Arista EOS · Cisco NX-OS · Juniper Junos
NVIDIA UFM (InfiniBand) · NMX-C (NVLink)
NetQ · Nexus Dashboard · CloudVision
NetBox · Splunk · ServiceNow · Fortinet
How you build your AI factory with ONES.
Whether you’re standing up a sovereign AI cluster, a private AI environment, or a neocloud — the same three-stage path applies. One software appliance, VM or bare metal, out of the data path, agentless.
Design and validate
- RA-driven designs, planned for growth and expansion
- Simulate end-to-end networking before hardware arrives
NVIDIA DSX Air · Aviz ONE Center with FTAS
Operate multi-tenancy
- Network abstraction through the ONES operator and API
- Automatic tenant segmentation, workload isolation via API
Rafay · Red Hat · Spectro Cloud · vCluster
Monitor and operate
- Network monitoring, forecast and prediction
- Lifecycle management and troubleshooting
ServiceNow · Zendesk · Slack
ONES isn’t a one-time setup. It stays connected to your orchestration tools, NVIDIA’s controllers, and DSX Air for as long as the factory runs — end to end, from an empty switch to a tenant running on its own isolated slice of the network.
Operationalizing the factory through telemetry.
Validate with NVIDIA DSX Air
Start with the ONES OVA, AI-Parser, or AI-NOC — with the partner of your choice. No hardware required to begin.
Deploy
ONES OVA, AI-Parser or AI-NOC, in your environment.
Validate
Your topology proved in the DSX Air twin, before hardware.
Prove the value
One tenant end to end, or one week of real token data.
Licensed per GPU, under the ONES AI Factory license.
Priced by the number of GPUs under management — not by device count, use case, or token volume.
Subscription terms. Available on 1-, 3-, or 5-year subscription terms.
Reference architectures
Aviz supports NVIDIA Spectrum-X RA 2.1 and Aviz RA 1.0.
Aviz RA 1.0 options
Includes Spectrum-X RA 1.3 and InfiniBand designs, for rack- or server-based deployments.
Per-GPU coverage
One license per GPU covers every east–west and north–south network that GPU’s fabric needs.
Technical questions
What the public page should say, and what it should not overclaim.
What GPU architectures does ONES cover today?
H100, H200, B200, GB200, B300, and GB300. B300 quad-plane, RTX PRO east–west AI Grid, east–west Ethernet on SONiC, custom designs, and Aviz Gateway Service are roadmap items.
Does ONES support 128,000 GPUs?
128K is NVIDIA’s published Spectrum-X multiplane scale, not a published ONES management ceiling.
Which DPU generation does Aviz support?
BlueField-3 or ConnectX, for north–south networking. BlueField-4 (NVIDIA’s published 800 Gb/s platform) is not claimed here.
Where does DSX Air fit?
ONES defines and operationalizes the network design; NVIDIA DSX Air is the simulation environment that validates it before physical deployment.
How is this licensed?
Per GPU under management, under the ONES AI Factory license, covering Spectrum-X RA 2.1 and Aviz RA 1.0 designs, on 1-, 3-, or 5-year terms.
Do we need hardware on-site to start?
No — a POC starts with the ONES OVA, AI-Parser, or AI-NOC, validated in the DSX Air twin, no hardware required to begin.
An integration project becomes a repeatable production capability.
ONES turns a one-off AI factory build into a validated, API-driven operating model — recognized across the NVIDIA ecosystem.
Aviz ONES adds the operational layer for a repeatable, multi-tenant platform.
Maximize GPU performance while simplifying operations.
Shorter path from hardware to productive GPU capacity.
Integrations proved together in DSX Air, before production.
API-driven tenant onboarding, not manual changes.
Consistent segmentation across tenants and workloads.