# NeoCloud GPU as a Service: AI-Ready, Multi-Tenant, Scalable

Accelerate AI with NeoCloud: GPU-as-a-Service, multi-tenant orchestration, SONiC networking, deep observability, and vendor-neutral scalability.

[Read Solution Brief](/content/solution-brief/neocloud-gpu-as-a-service-ai-ready-multi-tenant-scalable/download/index.html)

NeoCloud is Moving at Light Speed: Are You Ready to Keep Up?

The GPU-as-a-Service market is exploding. AI workloads are pushing infrastructure to its limits, and innovation in GPU hardware, networking, and orchestration is moving at **light speed**.

The question isn’t if you’ll adopt the latest GPUs, high-bandwidth fabrics, or AI-ready orchestration, it’s **how quickly you can consume and operationalize them** without wasting time, money, or compute.

Yet, many NeoCloud providers struggle to match the **speed of customer demand** with the **speed of technology onboarding**. New GPUs and high-speed networks arrive faster than teams can deploy, optimize, and monetize them.

## Does This Sound Familiar to You?

1. How do I onboard the latest NVIDIA or AMD GPU clusters faster without disrupting my cloud?
2. How can I prevent expensive GPUs from sitting idle due to poor multi-tenancy or orchestration gaps?
3. How do I keep bandwidth ahead of customer demand without locking into one vendor?
4. How do I get a single, real-time view across GPUs, DPUs, and networks for faster troubleshooting?
5. How can I meet compliance and monitor every packet, without overspending?
6. How do I free up my top engineers from L1/L2 support tickets so they can focus on scaling my cloud?

## NeoCloud Networking: From Bottlenecks to Breakthroughs

### NeoCloud Challenge

**How Aviz Solves It**

**Slow Technology Onboarding & Deployment Lag**: GPU innovation cycles (NVIDIA, AMD) and network hardware releases outpace your ability to deploy. Onboarding takes weeks/months, slowing revenue.

**Full-Stack Vendor-Neutral Support**: Only Aviz delivers a single operating plane for Spectrum-X and non-Spectrum-X GPU clouds (SONiC and Cumulus). Works with all ASIC vendors. Resident Development Engineers (RDEs) augment your team for faster, agile deployments.

**Underutilized GPUs from Poor Multi-Tenancy**: Expensive GPUs sit idle when orchestration doesn't match tenant needs.

**Multi-Tenant GPU Orchestration**: Provision and share GPU clusters efficiently, maximizing utilization and reducing waste. Supports both NVIDIA and AMD GPUs.

**Bandwidth Bottlenecks in Scaling AI Workloads**: Training and inference demand massive east-west throughput and future-proof fabrics.

**Future-Proof, Multi-Vendor Data Center Fabric**: Scale from 100 GbE to 800 GbE without forklift upgrades. Adopt the latest switches from any vendor as soon as they ship.

**Lack of End-to-End Visibility & Troubleshooting**: No single view across GPU, DPU, host, and network layers, delaying issue detection and resolution.

**One-Plane Monitoring Across All Layers**: Aviz doesn't just orchestrate, it also delivers unified visibility, alerting, and performance analytics for AI traffic across GPUs, DPUs, and networks. Enables rapid root cause detection and resolution.

**Managing Compliance & PII Protection**: Compliance audits for sensitive AI workloads require packet-level data, but existing tools are expensive and incomplete.

**Deep Observability with Aviz Packet Broker & Service Nodes**: Monitor every packet across GPU, host, and network, in data centers and PoPs. Enable comprehensive compliance reporting and faster audit readiness.

**Limited Staff Stretched Between Ops & Support**: NetDevOps teams spend time answering customer tickets instead of scaling the cloud.

**AI-Driven L1/L2 Support with Network Copilot™**: Network-specific AI assistant handles customer questions, detects anomalies, and automates resolution. Frees engineers for high-value work.

## Ready to see Aviz in action?

Get a personalized demo

## Resources Hub

### SONiC

Open-source network operating system for cloud, enterprise, and edge, enabling disaggregation and rapid innovation.

[Learn More](/content/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftabler_arrow-up-right.b5c7956d.png&w=3840&q=95/index.html)

### FTAS

Flexible Test Automation Suite (FTAS) for automated network validation, regression, and performance testing across multi-vendor environments.

[Learn More](/content/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftabler_arrow-up-right.b5c7956d.png&w=3840&q=95/index.html)

### ONES

Open Network Enterprise Suite (ONES) for unified network management, monitoring, and automation across diverse hardware and software platforms.

[Learn More](/content/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftabler_arrow-up-right.b5c7956d.png&w=3840&q=95/index.html)

### Aviz Packet Broker (APB)

A high-performance, white box traffic management fabric capable of traffic filtering, replication, aggregation, slicing, labeling, and tunneling.

[Read Now](/content/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftabler_arrow-up-right.b5c7956d.png&w=3840&q=95/index.html)

### Aviz Service Node (ASN)

A X86-based software appliance performing Deep Packet Inspection (DPI) for application identification, metadata extraction, and deduplication.

[Read Now](/content/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftabler_arrow-up-right.b5c7956d.png&w=3840&q=95/index.html)

### Network Copilot™

AI-powered network analytics and observability platform for proactive monitoring, troubleshooting, and optimization.

[Learn More](/content/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftabler_arrow-up-right.b5c7956d.png&w=3840&q=95/index.html)