How QBO bridges infrastructure to applications to help metal providers maximize their server ROI

Introduction

Metal providers are facing a critical challenge: the need to drive more consistent GPU consumption to generate revenue quickly. Despite significant investments in GPU hardware and prior efforts to increase utilization, many providers struggle to achieve the consumption levels needed to maximize their return on investment.

Accelerates GPU Revenue Through Simplified Access

QBO addresses this challenge by bringing you closer to the AI and application owners, making GPU resources dramatically easier to consume. With one click, users can launch GPU-enabled Kubernetes clusters and MC2 instances powered by NVIDIA GPUs. We also offer GPU workstations on demand — all of this running on your hardware.

QBO Cloud makes it possible to build that kind of cloud—anywhere, by anyone, from the ground up.

This simplifies GPU adoption and increases utilization by enabling direct, per-application GPU provisioning. QBO abstracts the infrastructure complexity and delivers GPU-powered environments in seconds, delivering GPU access at the application layer where customers can easily adopt and scale GPU usage.

To increase revenue from metal, you must get closer to the application layer — understand the AI use cases and the expectations of end customers, and provide ready-to-use, streamlined infrastructure. The faster you can make GPUs and CPUs consumable in context, the more value you can extract from each server.

There is a time bomb called depreciation ticking on every server. The goal is to get as much value out of it, as fast as possible — and QBO helps achieve that.

Compete with Major Cloud Providers Using Bare Metal Performance

QBO also helps expand your CPU footprint and compete with cloud offerings like AWS EC2, Google GKE, and AWS EKS — but provides a bare-metal version of these services, without the performance penalties of virtualization.

Unlike virtualized environments, QBO delivers containerized workloads directly on metal, enabling higher density and better performance per core. MC2 instances (QBO’s equivalent to EC2) are non-virtualized, fast-booting, and ideal for running secure, high-throughput workloads.

Deliver Enterprise-Grade Kubernetes Without Virtualization Overhead

Kubernetes clusters provisioned through QBO (QKE) match the capabilities of EKS and GKE — but with the performance benefits of bare metal, thanks to QBO’s Kubernetes-in-Docker architecture.

QKE (QBO Kubernetes Engine) runs Kubernetes inside Docker with full metal performance. This design avoids virtualization entirely — unlocking up to 10× higher density per server, allowing you to support more users and workloads on the same hardware.

The QBO container engine supports MC2 (metal cloud compute) and also Plasma GPU workstations — including Windows desktop environments via Docker and KVM — all directly accessible via the browser.

This opens up an opportunity to further expand an already strong CPU business by offering differentiated, performance-first services.

Maximize Resource Utilization Through Software-Based Multi-Tenancy

QBO enables consistent CPU and GPU consumption across your estate. Resources are shared at the software abstraction layer — not the hardware layer — allowing idle capacity to be efficiently reused. When one tenant isn’t using compute, another can.

This model drives better resource utilization without requiring virtualization, increasing the revenue potential per server.

Bridge the Gap Between Infrastructure and Applications

Are you experts in networking, hardware, and rack space — but disconnected from the application user, DevOps teams, or AI workloads? QBO bridges that gap — connecting your infrastructure to the users and workloads that drive real revenue.

Are you reducing the cost of GPU and CPU infrastructure because you’re able to sell more of it? QBO turns your metal into a GPU/AI cloud platform — instantly accessible, highly performant, and easy to consume.

Key Benefits Summary

  • Accelerates GPU revenue by making GPUs easier to consume
  • Expands CPU utilization with metal-native EC2-style instances (MC2)
  • Offers Kubernetes clusters with bare-metal performance (QKE)
  • Unlocks greater revenue per rack through software-based multi-tenancy
  • Brings providers closer to the application layer, where value is created
  • Maximizes server ROI by accelerating usage ahead of depreciation

Conclusion

You already own the hardware — now it’s time to get the return on it. QBO can help unlock that value by transforming your metal infrastructure into a modern, consumable cloud platform that drives real revenue.

Get in touch with us at sales@qbo.io today for a demo or trial environment.