Cost reduction versus
major cloud providers
Purpose-built from bare metal up. Our custom GPU OS, NVMe-buffered memory architecture, and infinite context engine deliver performance that legacy cloud providers structurally cannot match.
GPU compute at a
fraction of the cost.
iFrame® OS is the operating system layer that makes GPU infrastructure 4–6× more efficient — so neoclouds and AI teams deploy faster, scale further, and spend less.
Custom GPU Operating System
A purpose-built OS that eliminates virtualization overhead. Direct hardware access means every GPU cycle goes to your workload — not your cloud provider’s abstraction layer.
NVMe-Buffered GPU Memory
Extends effective GPU memory using NVMe storage as an intelligent buffer. Run larger models and longer sequences without hitting VRAM walls or paying for additional hardware.
Infinite Context Inference
Patent-pending technology that removes context window limitations. Process documents, codebases, and datasets of any length in a single inference pass. No chunking. No information loss.
Bare-Metal Efficiency
No hypervisor. No container runtime tax. iFrame OS runs directly on hardware, delivering the full theoretical throughput of every GPU in your cluster — at 4–6× lower cost.
Infrastructure uptime
SLA-guaranteed availability
Built for mission-critical AI workloads that demand always-on infrastructure with predictable performance at any scale.
From bare metal to production.
Three steps from hardware to running workloads. iFrame OS abstracts the complexity of bare-metal GPU infrastructure into a simple, API-driven platform that any engineering team can operate.
01 — Deploy the OS
Install iFrame OS on any standard GPU server. Our OS replaces the traditional virtualization stack with a lightweight, GPU-native runtime. Setup takes minutes, not weeks.
02 — Allocate Resources
Provision GPU compute, memory, and storage through a single control plane. NVMe-buffered memory automatically extends your effective VRAM. No manual tuning required.
03 — Run Workloads
Deploy training jobs, inference endpoints, or full AI pipelines. Your workloads run at bare-metal speed with unlimited context windows — at a fraction of typical cloud cost.
The numbers that matter.
Traditional cloud providers add layers of abstraction that waste GPU cycles. iFrame OS eliminates the overhead so every dollar goes toward compute, not virtualization tax.
00%
Average GPU utilization
rate achieved by iFrame OS
clusters in production.
Our custom OS eliminates the overhead that makes GPU compute expensive. No hypervisor tax, no abstraction penalty. The same workload, a fraction of the bill. Patent-pending infinite context technology means your models process entire documents without truncation.
Simple economics. Custom terms.
Every deployment is different. We work directly with neocloud operators and AI infrastructure teams to structure terms that reflect your scale and growth trajectory.
Need a custom cluster configuration?
Starter
For Emerging AI Teams
- Dedicated GPU Clusters
- API-Driven Provisioning
- Monitoring Dashboard
- Business Hours Support
- Custom Networking Fabric
Enterprise
For Production AI at Scale
- Multi-Region GPU Clusters
- InfiniBand / RoCE Networking
- Advanced Observability Suite
- 24/7 Dedicated Support Engineer
- Custom Networking Fabric
FAQs
Everything you need to know about iFrame OS. Contact us for more.
What is iFrame OS?
iFrame OS is a custom operating system designed specifically for GPU servers. It replaces the traditional cloud virtualization stack with a lightweight, GPU-native runtime that delivers bare-metal performance at a fraction of the cost.
Who is iFrame OS built for?
Two primary audiences: neocloud operators who build and sell GPU compute infrastructure, and large enterprise AI teams who consume GPU compute in volume for training and inference.
How does it reduce costs 4–6×?
By eliminating the hypervisor, container runtime, and orchestration layers that traditional clouds add. These layers typically waste 60–80% of GPU capability. iFrame OS runs directly on bare metal, recovering that lost performance.
How long does deployment take?
iFrame OS can be installed on standard GPU servers in minutes. No lengthy migration process. Your existing hardware and models work immediately. Performance improvement and cost reduction are instant.
Trusted by
AI leaders.
Leading AI companies and neocloud operators trust iFrame OS to power their GPU infrastructure.
From AI startups
to enterprise scale.
“The strategic framework provided was a total game-changer for our global operations. We didn't just see a surge in efficiency, we saw a complete shift in our market positioning. If you want a partner focused on long-term value over billable hours, this is the firm.”
Laura Norson
CEO, Stratus Forge
“The implementation of this new operational roadmap was the catalyst we needed for our digital transition. We moved beyond simple troubleshooting to a model of proactive innovation that has fundamentally redefined our competitive edge. This isn't just a consulting service.”
Stéphane Bout
Operations Lead, Velo
“Scaling our infrastructure felt like an uphill battle until we integrated their insights. We witnessed a drastic reduction in internal friction alongside a massive increase in our output that far exceeded our expectations. For any organization prioritizing sustainable growth, their expertise is unmatched.”
Clémence Adoue
Founder, Studio Arlo
“The strategic framework provided was a total game-changer for our global operations. We didn't just see a surge in efficiency, we saw a complete shift in our market positioning. If you want a partner focused on long-term value over billable hours, this is the firm.”
Laura Norson
CEO, Stratus Forge
“The implementation of this new operational roadmap was the catalyst we needed for our digital transition. We moved beyond simple troubleshooting to a model of proactive innovation that has fundamentally redefined our competitive edge. This isn't just a consulting service.”
Stéphane Bout
Operations Lead, Velo
“Scaling our infrastructure felt like an uphill battle until we integrated their insights. We witnessed a drastic reduction in internal friction alongside a massive increase in our output that far exceeded our expectations. For any organization prioritizing sustainable growth, their expertise is unmatched.”
Clémence Adoue
Founder, Studio Arlo
“The strategic framework provided was a total game-changer for our global operations. We didn't just see a surge in efficiency, we saw a complete shift in our market positioning. If you want a partner focused on long-term value over billable hours, this is the firm.”
Laura Norson
CEO, Stratus Forge
“The implementation of this new operational roadmap was the catalyst we needed for our digital transition. We moved beyond simple troubleshooting to a model of proactive innovation that has fundamentally redefined our competitive edge. This isn't just a consulting service.”
Stéphane Bout
Operations Lead, Velo
“Scaling our infrastructure felt like an uphill battle until we integrated their insights. We witnessed a drastic reduction in internal friction alongside a massive increase in our output that far exceeded our expectations. For any organization prioritizing sustainable growth, their expertise is unmatched.”
Clémence Adoue
Founder, Studio Arlo
Latest from iFrame OS.
Ready to cut your GPU
costs by 4–6×?
Talk to our team about what iFrame OS can do for your infrastructure. No pitch deck. No sales funnel. Just a technical conversation about your workload and what’s possible.