From the metal to the model
Custom AI inference and agents, built on your infrastructure.
We design, build, and run it, on-prem and in the cloud. Your data stays on infrastructure you control.
Not sure where to start? Find your starting point in seven questionsWHAT WE BUILD
Custom inference deployments
Your models, served on hardware you own, capacity you rent, or both. One endpoint in front, Kubernetes underneath.
On-prem, cloud, and hybrid / Burst to rented GPUs / Multi cluster routing / x86 and ARM64
Explore inference
Custom agents
Agents built to solve one company's problem, wired into its systems, and run on the platform underneath.
Built per workflow / Connected to your tools / Open-weight models first / Yours to run
Explore agents
FULL STACK
Every layer, one shop.
AI projects stall at the seams between hardware, platform, and application. We cover all three.
MODEL
Tuned open models and the agents that put them to work.
PLATFORM
Kubernetes clusters, gateways, and model serving across sites and clouds.
METAL
Servers, hypervisors, storage, and networks, from rack to first boot.
HOW WE THINK AND WORK
PRIVACY AND SECURITY
A privacy policy is a promise. Attestation is proof.
Why hosted AI asks for your trust, and how to replace trust with verification.
Read the argument
OPEN BY CONVICTION
The future runs on open weights.
Open-weight models and open source, so you can inspect everything.
Why open matters
INTEGRATION AND MIGRATION
We work with what is already running.
Fitting into live systems without stopping them, and getting you onto Kubernetes if needed.
How we integrate