The Private AI Factory · Living on the NeoEdge · Built and operated by FireEdge AI
You don’t pay a factory for machine-hours. You pay for units that pass QC.
Enterprises are done renting intelligence by the machine-hour. The ones with the most valuable data will own the means of production – an AI factory where their data lives, run by an operator, with output guaranteed the way any industrial line guarantees it. We run AI where your data and users live, and you pay only for responses that are accurate. The layer it lives on is called NeoEdge, and we are creating it, along with others building into the same band.
Same workload, two places. One of them charges a custody transfer on every request, and a round trip on every step of every loop.
2–4x
Lower cost per accurate response than regulated enterprises pay today
96.60% F1
A post-trained 4B model on bounded work, at half the 8B baseline’s parameters
5-10x
Faster agentic loop – 30 steps at 20 ms, in-building vs remote orchestrator
90–100 days
Sign-off to factory live
The layer has a name. It is called NeoEdge.
Fire was the first utility we brought indoors. Water followed, then power, then bandwidth. Intelligence is the fifth, and it is the only one still piped in from three hundred miles away.
NeoClouds solved GPU supply for training – centralized, scale-up, cheap land, measured in gigawatts.
NeoEdge is the layer that solves inference: distributed, latency-bound, custody-bound, and living inside every building.
Data centers, edge networks and AI infrastructure, built and operated inside the hyperscalers. Not a thesis about someone else’s operations – the actual work, done at the largest scale it has ever been done at, by the people now doing it here.
Built it at
Whether you’re bringing a site, a workload, capital, or a partnership to the table, we want to hear from you. Tell us what you’re building, what you need, and where you’re headed – we’ll connect with you right away. We’re looking forward.