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hosted·ai and Aviz Networks

From GPU Capacity to Fully Operational Neoclouds

Bring compute commerce, network automation, token-level observability, and agentic AI operations together. hosted·ai and Aviz help neocloud operators deploy, manage, and monetize AI infrastructure with a unified operational model.
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Why this partnership matters

Connect the GPU Business to the Network That Runs It

As neocloud operators serve more customers and introduce flexible GPU consumption models, infrastructure operations become more complex. hosted·ai and Aviz bring compute, networking, and AI operations into a coordinated platform.

Accelerate Deployment

Automate network bootstrapping, infrastructure orchestration, and multi-tenant operations across AI environments.

Monetize GPU Capacity

Support long-term, short-term, on-demand, virtualized, and token-based consumption models.

See Inference in Detail

Understand token consumption, latency, throughput, and service performance by tenant and application.

Simplify Operations

Apply agentic AI and customizable SRE skills to streamline troubleshooting and operational workflows.

What the integrated solution delivers
Two Platforms. One Neocloud Operating Model.
hosted·ai provides the GPU commerce and consumption foundation. Aviz extends the platform with network automation, tenant connectivity, token observability, and agentic operations.
Aviz Networks

Aviz AI Factory Portfolio

Network automation, visibility, and operations

  • ONES AINVIDIA-certified network automation software to bootstrap, orchestrate, enable multi-tenancy, and operate neocloud infrastructure.
  • Aviz Service GatewaySoftware-defined connectivity for isolated tenants, internet access, clouds, shared services, and other data centers—with BGP/EVPN, VRF/VXLAN, NAT, elastic IPs, and stateful L3/L4 policy.
  • AI ParserToken-level visibility into inference usage, latency, and throughput by tenant and application.
  • AI NOCAgentic AI operations with customizable SRE skills to support troubleshooting and operational workflows.
hosted·ai

hosted·ai Platform

GPU commerce, sharing, and monetization

  • GPU DemandConnects operators with buyers beyond their existing customer base, helping bring demand to available capacity.
  • Flexible Consumption ModelsSell GPU capacity long term, short term, on demand, virtualized, or by the token under the operator's own brand.
  • GPU HypervisorShare each GPU across up to ten isolated customers while running unmodified CUDA workloads.
  • Billing and PayoutsMeter GPU hours and token consumption, collect payments, and automate payouts across participating parties.
Where it works
Built for the Business and Operations of AI
Support the infrastructure models neocloud operators are bringing to market—from GPU-as-a-Service to large-scale AI factories.
Neocloud

Neocloud Infrastructure

Automated network provisioning, multi-tenancy, and centralized operations for GPU-as-a-Service environments.

AI Factories

AI Factories & GPU Clusters

Coordinated operations across high-performance AI fabrics, GPU clusters, and multi-vendor infrastructure.

GPUaaS

GPU-as-a-Service

Flexible GPU provisioning, tenant isolation, consumption tracking, and monetization models.

Inference

AI Inference Services

Token-level visibility into inference usage, latency, throughput, and application performance.

Multi-Tenancy

Multi-Tenant AI Environments

Secure tenant connectivity, network segmentation, and isolated GPU workloads across shared infrastructure.

Cloud-Native

Kubernetes & AI Services

Extend a consistent network and operations model to Kubernetes environments and inference services.

Integrated infrastructure ecosystem
Unifying Compute, Networking, and AI Operations
The integration extends hosted·ai from compute orchestration into networking and AI operations—creating a more complete foundation for neocloud services.
hosted·aihosted·ai PlatformGPU commerce · Hypervisor
Consumption · Billing
Aviz NetworksAI FactoryONES AI · Service Gateway
AI Parser · AI NOC
AI InfrastructureGPU clusters · Tenants
AI services · Data centers
NVIDIA Spectrum-X EthernetNVIDIA InfiniBandNVIDIA BlueFieldMulti-vendor NetworkingKubernetes EnvironmentsAI Inference Infrastructure

Why Aviz with hosted·ai

Make Network Operations Part of the Neocloud Platform

A GPU service depends on more than compute availability. Networking, tenant connectivity, observability, and operational response all contribute to the service experience.

  1. AI Infrastructure Automation

    Automate network bootstrapping, orchestration, and multi-tenant lifecycle management with ONES AI.

  2. Secure Tenant Connectivity

    Connect isolated tenants to external networks, clouds, and shared services through Aviz Service Gateway.

  3. Token-Level Observability

    Understand inference consumption, latency, and throughput with AI Parser.

  4. Agentic AI Operations

    Support operational workflows and troubleshooting with AI NOC and customizable SRE skills.

  5. Multi-Vendor Flexibility

    Maintain a consistent operating experience across NVIDIA and multi-vendor networking environments.

Trusted across the AI infrastructure ecosystem

Edgecore Networks
Keysight Technologies
MiTAC Computing / Micas
Broadcom
NVIDIA
Wistron
Celestica
Cisco
Lenovo
HPE
Dell Technologies
Supermicro
Marvell
UfiSpace
VAST Data
Rafay Systems
Spectro Cloud
Red Hat
Nearby Computing
Clastix

Build and operate your neocloud with confidence.

See how hosted·ai and Aviz bring GPU commerce, network automation, token visibility, and agentic AI operations together.