GPU Cloud Operations & Infrastructure: Built for Demanding Workloads

When you’re training AI models or crunching datasets, STN’s GPU One, supported by robust Infrastructure Monitoring Services, is what keeps things running. We offer:
  • AI training, tuning, and inference
  • Data-intensive analytics
  • Advanced modeling and simulation
Unlike experimental GPU clouds, GPU One is operated by the same teams that manage regulated enterprise environments.

Core Platform Capabilities

  • artificial-intelligence-04
    Managed GPU Instances
    High-performance environments for distributed training and inference.
  • Dedicated GPU Servers
    Enterprise-grade compute for critical AI and data workloads.
  • neural-network
    Optimized Networking & Storage
    Ultra-low latency networking and high-throughput storage for seamless scaling.
  • Workload Automation
    Cluster scheduling and orchestration for efficient workload management.
  • elements
    Enterprise Security & Monitoring
    Tenant isolation, advanced security controls, and continuous performance monitoring.

The GPU One Infrastructure Stack

Purpose-built architecture for high-performance AI and GPU workloads.
Al Workloads

High-Performance Compute

  • GPU Compute Instances
  • CPU Compute Nodes
  • High-Speed Local NVMe Storage
Secure Networking

High-Throughput Storage

  • Parallel AI Data Storage
  • High-Bandwidth Dataset Access
  • Scalable Petabyte Capacity
Platform Services

High-Performance Networking

  • Low-Latency Cluster Fabric
  • Multi-Node GPU Communication
  • Secure Tenant Isolation
Enterprise-Grade Security

Container & Orchestration Platform

  • Managed Kubernetes
  • GPU-Aware Scheduling
  • Automated Cluster Provisioning
High-Performance Fabric

Platform Services

  • Infrastructure Automation
  • API & Developer Access
  • Backup & Data Services
Fully Managed GPU Infrastructure

Observability & Operations

  • Infrastructure Observability
  • Performance Monitoring
  • 24/7 Platform Operations

Multi-Generation GPU Infrastructure - Fully Managed

GPU One delivers production-ready environments across leading NVIDIA GPU platforms, supporting organizations that require the latest advancements in high-performance AI infrastructure:

  • NVIDIA H200
  • NVIDIA B200
  • NVIDIA B300
  • NVIDIA GB300

Each generation operates within the same validated platform architecture, networking fabric, security framework, and operational model.

Consistent performance. Predictable operations. Scalable capacity.

Strategic AI Infrastructure Locations

GPU One operates across purpose-built data center deployments engineered for high-density GPU infrastructure, power availability, and expansion capacity. Our services are designed for capacity growth, redundancy, and long-term infrastructure scaling.

Active Locations

  • Silicon Valley
  • Los Angeles, CA
  • Chicago, IL

Under Development

  • Washington
  • Texas

Our services are designed for capacity growth, redundancy, and long-term infrastructure scaling.

Built for AI Performance, Not Cloud Abstraction

GPU One is a Secure GPU Cloud engineered for AI physics, not general-purpose virtualization. It’s infrastructure built specifically for production AI workloads.
High-bandwidth, low-latency network fabric
Dedicated cluster performance tuning
No shared tenancy contention
Predictable distributed training throughput
Storage architectures aligned to AI data pipelines

Production-Grade by Design

Asset

Design

First, we listen. Then, we map the right architecture tailored to your goals and your appetite for risk.
Test

Deploy

We create secure environments that are not just built, but validated, so they work for you in practice, not just in theory.
Correct

Optimize

We tweak, monitor, and improve until performance, reliability, and cost all make sense for you.
Monitor

Scale

When you grow, we grow with you, always ready to help or answer a late-night email.

Our Services: Infrastructure, Cloud, Security & Ongoing Support

24/7 monitoring and reliability engineering
Automated provisioning and lifecycle management
Performance telemetry and optimization
Capacity planning and expansion paths
SOC 2
SOC 3
HIPAA
PCI DSS

Technology Validation

Enterprise-ready. Compliance-aligned. Architecturally validated.
NVIDIA Cloud Partner (NCP)
Built on NVIDIA AI infrastructure reference architecture


Who GPU One Is Built For: Your SOC2 Cloud Provider Advantage

AI Builders & Frontier Labs: LLM Training Infrastructure
  • Large-scale model training
  • High-performance inference
  • Predictable cluster scaling
  • Capacity assurance in constrained markets
Enterprises Moving AI Into Production & Kubernetes Managed Services
  • Secure, compliant AI infrastructure
  • Controlled cost and performance environments
  • Long-term scaling without operational burden
  • Reliable infrastructure operations without internal buildout

Stop Managing Infrastructure. Start Scaling AI.

Speak with an AI Infrastructure Architect

Let’s build GPU infrastructure you can trust.

GPU One delivers production-ready AI infrastructure with the operational complexity removed.

From performance engineering to compliance controls, we run the platform so your teams can focus on models, products, and outcomes.

Curious about how it fits? Want to see what it’ll cost or need to chat through ideas first? We’re always here.

Support Services
|
Master Services Agreement
© 2026 STN, Inc. All rights reserved.