Solutions · regulated and on-prem

Run models in your own data centre

Banks, hospitals, government agencies and manufacturers often need to run open-weight models where their data is. All our software installs inside your environment, including air-gapped networks, and our engineers work there too.

0prompts or weights leaving your network
Air-gappedinstalls and updates
SSOand audit logs on every action
Common problems

What usually goes wrong

01

Cloud APIs aren't allowed

Policy rules out hosted models, so the team has to run the whole serving stack itself.

02

The hardware is fixed

The GPUs were bought for three years, but the models keep changing.

03

Audit requirements

Every model change has to be traceable to an evaluation and an approval.

A pool in your own data centre

Live demo

Capacity planner

GPUs needed, latency and cost per million tokens for a model, a GPU and a traffic level.

Get started

Tell us what you need the model to do

Send us the model, the hardware and your target, whether that's tokens per second, latency, memory or cost. In a 30-minute call we'll tell you whether we think it's doable and roughly what it would take.

  1. ReviewA free 30-minute call. We look at your model, hardware and target and give you an honest estimate.
  2. SprintTwo weeks at a fixed fee, on your hardware. If we can't beat your current setup, you don't pay.
  3. RunWe run Serve and monitoring for you and keep re-tuning as traffic changes, under an agreed SLO.