Runix Forge · Planned

Your model, on
hardware you can point at

Dedicated deployment and fine-tuning for teams that cannot send everything to a shared API — because of a regulator, a contract, a latency budget, or a model they have invested in themselves.

Scope an engagement Start with the gateway
Status: planned. Runix Forge is not generally available and nothing here is a product you can buy today. We are scoping engagements now, and we would rather say that plainly than dress a roadmap up as a launch.

What it is meant to cover

The work that starts when a shared endpoint stops being an option.

Dedicated deployment

Single-tenant inference on dedicated hardware, sized to a real traffic shape rather than a benchmark — including the boring parts: capacity planning, warm pools, upgrade paths, and what happens when a node dies.

Fine-tuning

Adapting an open model on your own data, with the dataset work treated as a first-class step rather than an afterthought — which is where Runix Pipeline plugs in.

Evaluation before rollout

A tuned model is only better if you can show it. Task-specific evaluation sets, before-and-after comparison, and a decision you can defend to whoever signs off.

One interface either way

Whatever runs where, it stays reachable through Runix Gateway — so your application does not learn the difference between a hosted provider and your own hardware.

Who this is for

Three reasons teams end up here

Not everyone needs dedicated hardware, and we will say so if you do not. The cases where it earns its cost are consistent:

  • Data cannot leave — a regulator, a customer contract, or an internal policy rules out shared inference
  • The workload is steady and large — at constant volume, dedicated capacity stops being the expensive option
  • The model is the moat — you have tuned something on proprietary data and it should not run on someone else's terms
Honest status
AvailabilityNot generally availableScoping engagements now
TodayDesign conversationsRequirements, constraints, feasibility
PricingPer engagementQuoted after scoping, never before
If it does not fitWe say soThe gateway may be all you need

Tell us the constraint you cannot design around

Residency, latency, cost at volume, or a model of your own — describe it and we will tell you honestly whether this is the answer.

Scope an engagement