We size it to the workload.
Nodes, not GPUs. Fabric matched to the job, cooling and density to the generation, term to your roadmap. If a smaller, cheaper configuration does the job, that is what we tell you.
Reserved bare metal and GPU-as-a-service for training, fine-tuning and inference, sized to the workload and sourced from operators we’ve already vetted and already have paper with. We hold no inventory and take no position. Your price is the operator's price.
Something on this list is true right now:
None of that means you’re doing it wrong. It’s a market with constrained supply, no published pricing, and a lot of people between you and the metal. That’s the problem we exist to solve.
Nodes, not GPUs. Fabric matched to the job, cooling and density to the generation, term to your roadmap. If a smaller, cheaper configuration does the job, that is what we tell you.
Contracted with major operators across regions. Who has capacity now, who has it on paper, who has it on a slide. Two or three names that genuinely fit, with the reasoning.
Show us the quote. We tell you what is actually in it and what is not. Cheaper on paper usually means something has been left out.
Export control, end-user verification and data residency handled at the front of the process. Slower on day one, dramatically faster in month three.
Compute is usually where the conversation starts, not where it ends. Once we understand the build, we can also cover:
One point of contact across all of it. Direct terms on every layer of it.
Operators compensate us under referral agreements for qualified volume. That is the entire model. You pay nothing incremental, there is nothing sitting between you and the supplier, and it is precisely why we can tell you when a supplier is wrong for you.
We ask about the workload, the timeline, the constraints and the budget envelope. We do not pitch and we do not present.
With the two or three operators who genuinely fit, and why the others do not.
If you want to move, we make the introduction and step back. There is no cost at any point.