GPU compute at scale.
Whether you operate a neocloud or run enterprise AI infrastructure, iFrame OS fundamentally changes the economics of your GPU spend.
4–6× more profitable.
You sell GPU compute. iFrame OS sits beneath your customer-facing layer and transforms the unit economics of your infrastructure. Same hardware, dramatically better margins.
Maximize GPU Utilization
Eliminate idle capacity with intelligent OS-level resource allocation that recovers performance lost to virtualization.
Reduce Cost-Per-Inference
Bare-metal performance means lower cost to serve each customer request. Pass the savings through or keep the margin.
Offer Unlimited Context
Differentiate your platform with infinite context inference capabilities that competitors on standard stacks cannot match.
Deploy in Minutes
No lengthy integration. iFrame OS installs directly on your existing GPU hardware. Your customers see improved performance immediately.
Fraction of the cost.
You’re training models, running inference at scale, and watching GPU bills climb. iFrame OS cuts that bill by 4–6× without changing your models, your code, or your deployment workflow.
Cut Inference Costs
Same workload, fraction of the cost. Our custom GPU OS eliminates the overhead that makes cloud compute expensive.
Run Larger Models
NVMe-buffered memory extends effective VRAM. Run models that would normally require multi-GPU setups on fewer GPUs.
Unlimited Context Windows
Process entire datasets, codebases, and document collections in a single inference pass. No chunking. No information loss.
Bare-Metal Security
No hypervisor, no shared tenancy, no side-channel risk. Your workloads run on dedicated hardware with zero abstraction layers.
on iFrame OS.
Large-Scale Inference
High-throughput inference for production AI applications serving millions of requests.
Distributed Training
Multi-node training on bare-metal GPU clusters with InfiniBand interconnect.
Healthcare AI
Mission-critical AI systems requiring reliability, compliance, and scale.
Document Intelligence
Process entire documents with infinite context — no chunking or retrieval workarounds.
Code Analysis
Analyze full codebases in a single inference pass for security, quality, and optimization.
Real-Time AI
Low-latency inference for user-facing AI features that demand instant response.
your workload.
Every infrastructure is different. Tell us about your GPU environment and we’ll show you exactly what iFrame OS changes.