AI training & inference · Train · Serve

Every week you can’t train is a week of roadmap.

Reserved capacity for training, fine-tuning and inference, sized to the workload, termed to your runway, and structured so it does not eat the capital you raised to build the model.

Book a 20-minute call Find your fit
You’re here because
  • Your last cloud invoice made someone senior ask a question you did not have a good answer to.
  • You are queueing for on-demand capacity that is not there when the run is ready to go.
  • You have been offered a three-year commitment against eighteen months of runway.
  • Your training job and your inference fleet want different machines, and you are paying for one to do both badly.
  • Capex would wreck you, but the board does not want a depreciating asset on the balance sheet either.
  • Someone has quoted you the flagship generation for a workload that does not need it.
What we do

Sized to the workload. Termed to your runway.

Sizing

We size to the workload, not the invoice.

Nodes, not GPUs. Fabric matched to the job, since distributed training and production inference want different topologies. Prior-generation where it does the work.

Runway

We term it to your runway.

A commitment that outruns your funded horizon is a liability dressed as a saving. We recommend the term that survives your next raise, even when it is the smaller deal.

Capital

We keep the capital free.

Reserved and financed structures mean no hardware capex, no build-out, no depreciation risk. Time-to-compute in weeks rather than quarters.

Internal case

We give you the internal ammunition.

Reserved versus on-demand, buy versus build, in a form you can hand to a CFO without translating it first.

What we won’t do

The limits, up front.

  • We won’t put you in a term your runway can’t carry. We would rather do the smaller deal and still be your channel in two years.
  • We won’t oversell the silicon. Flagship parts for an inference fleet is a bad deal that photographs well.
  • We won’t promise a date we have not verified. Confirmed and indicative are different words and we use the right one.
  • We won’t quote you. No inventory, no position, nothing between you and the operator.
What else we handle
  • Somewhere to run itColocation, power and cooling if this needs a physical home.Space & power
  • Serving itOrchestration and multi-tenancy if you are offering capacity to your own customers.
  • Connecting itPrivate low-latency links when training data and compute live in different places.
  • Everything around the modelNetworking, storage, endpoints for the team.Hardware & capacity
How we get paid

You pay the supplier direct.

Book a 20-minute call

Here’s exactly what happens.

01Twenty minutes.

What you are training, how big, how long, and what your funded horizon looks like.

02We come back by a date.

With the two or three operators who fit, and the term structure we would actually sign.

03You decide.

We introduce and step back. No cost at any point.

Book a 20-minute call Find your fit