Built by Infrastructure Operators, for Infrastructure Operators
We build operator software for launching and managing AI API services on GPU infrastructure. Our platform — Hoonify AI — is powered by TurbOS®, with roots in high-performance computing and national lab environments in New Mexico.
Why We Built Hoonify AI
Hoonify AI exists because GPU infrastructure operators had a problem: they owned the hardware AI runs on, but they had no practical way to offer AI services commercially — without building a full platform from scratch.
The cloud AI giants built their platforms for their own infrastructure. BMaaS providers, colocation operators, and GPU infrastructure owners were left without a purpose-built solution — even though they controlled the exact hardware that AI needs to run.
Hoonify AI is the platform we built to close that gap. An operator-first AI service platform that runs on the infrastructure operators already own — with the HPC-grade performance that demanding workloads require.
We're not a cloud provider and we're not a model lab. We're infrastructure software — built for the operators who make AI physically possible.
The Problem We Solve
GPU infrastructure operators own the hardware AI runs on — but had no practical way to offer AI services commercially.
Hoonify AI gives them the full operator and inference platform to launch metered AI API services on infrastructure they control — in weeks, not months.
What Is TurbOS® and Why Does It Matter?
TurbOS® is the high-performance computing (HPC) orchestration platform that powers Hoonify AI. It was built on the principles and real-world requirements of national lab and HPC infrastructure environments — where performance, reliability, and operational control are not optional.
TurbOS® provides the GPU scheduling, model readiness, and inference operations layer that makes Hoonify AI fast, efficient, and reliable at scale — in environments that cloud platforms were never designed to serve.
This HPC heritage is the foundation that allows Hoonify AI to run reliably in air-gapped environments, on-premise data centers, and edge deployments — not just in public cloud infrastructure.
HPC Orchestration
TurbOS® applies HPC-grade scheduling and workload management to AI inference, delivering utilization rates that general-purpose platforms can’t match.
National Lab Roots
Built on principles validated in national laboratory and scientific computing environments where reliability and data control are non-negotiable.
Operator-Owned Infrastructure
Designed for GPU hardware operators control — not cloud provider infrastructure. Every capability is built around on-premises, edge, and air-gapped realities.
Air-Gap Capable
Runs in disconnected environments where cloud AI platforms cannot operate — classified facilities, sovereign networks, and hardened edge nodes.
Where We Come From
Hoonify is a New Mexico-based company with deep roots in HPC and simulation. We were founded on the belief that serious computing infrastructure deserves serious software.
New Mexico is home to some of the world's most demanding computing environments — national laboratories, research institutions, and defense facilities that operate at the frontier of what infrastructure can do. This is the environment that shaped TurbOS® and the thinking behind Hoonify AI.
We focus on HPC and simulation — and Hoonify AI is how we bring that same infrastructure-first perspective to the AI era, building for the operators who make large-scale computing physically possible, not the consumers who rent it by the hour.
The Principles Behind Hoonify AI
Our team combines deep HPC and infrastructure experience with product and go-to-market expertise. These are the principles that shape everything we build.
Infrastructure owners deserve infrastructure-first software
The organizations that own the hardware AI runs on shouldn’t be forced to use software built for cloud consumers. Hoonify AI is built from the ground up for operators.
Performance is not optional — it’s the product
GPU utilization, inference latency, and workload reliability aren’t features to be marketed. They’re the minimum bar. We inherited this standard from HPC environments.
Data sovereignty is a right, not a premium add-on
Every Hoonify AI deployment gives the operator complete control over their data, models, and network. No tier of our product requires cloud exposure.
Operators should go to market in weeks, not years
The gap between owning GPU infrastructure and generating revenue from it should not require a multi-year platform build. We exist to compress that timeline.
The most demanding environments set the standard
We built for national labs and classified facilities first — because software that works in those environments works everywhere.
Meet the team behind Hoonify AI
Learn about the people, background, and experience that shaped Hoonify AI at hoonify.com/about
hoonify.com/about