Healthcare
Patient records and clinical notes are read where they already sit. Nothing goes to a model provider, every lookup is made as the person asking, and every answer is on record, inside the boundary you already secure for HIPAA.
Private AI, on hardware you control.
Open weight models running where your data already lives, so your questions, your records and the answers never leave your network without your say.
Updated
What is private AI?
Private AI runs open weight models on hardware you control, so your questions, your records and the answers stay inside your network. It does the same work as hosted AI, from assistants and agents to search, for the work that cannot be sent to someone else's service.
- Every boundary has a nameData crosses only at named points, each with its own check.
- The model is untrustedIt asks for tools; every call is checked before it runs.
- Read only by defaultA change needs the person's own approval.
- Frontier models stay offUntil you switch them on, and even then they see no names.
Where it matters most
Work whose data comes with rules of its own: patients, privilege, clients, contracts and the public's business.
NDA and privileged work
Documents under NDA or legal privilege are read in place. No outside service ever sees them, so no new party is added to the agreement.
Finance
Client and account data stays in your network and in your audit trail: every question, every record looked up and every answer kept where your examiners can see it.
Government
Runs inside your own accredited environment and is assessed under your authority to operate. On your hardware there is no outside cloud service to authorize under FedRAMP.
Defense contractors
Controlled unclassified and export controlled data stays on hardware inside your boundary, with no outside service and no path in from beyond it, for work under CMMC and ITAR.
Air gapped
Open weight models run with no internet connection at all. Updates arrive the way your other software does, through your own review.
We do not hold certifications of our own. The data stays inside the boundary your certifications already cover, and your own reviewers approve it before it goes live.
Any hardware, built to order
Run it where your data already lives, or let us source and build the machines.
Yours
Servers you own
Your data center or your office, on the machines you already run.
Built to order
Machines we build
We source the parts, size them to your questions and your people, and set them up where you want them.
Run by us
Hardware we run for you
Private machines kept for you alone, never shared with anyone else's work.
In a deployment we measured, the network was 3% of a median answer. Local is fast enough.
Questions
Are you HIPAA certified or FedRAMP authorized?
No, and on your own hardware you do not need us to be. The data never leaves the boundary your own certifications and authorizations already cover, and your reviewers assess it there before it goes live.
Is private AI slower?
Not in a way people notice. In a deployment we measured, the network was 3% of a median answer; the rest was the model at work, which better hardware makes faster.
Can we still use a frontier model?
Yes, if you choose to. It is off by default; when you switch it on it is sent only what a question needs, stripped of names, with no tools, and every call is logged.
Can it run with no internet at all?
Yes. Open weight models need no outside service, so it can run fully air gapped, with updates brought in through your own review.
More of what we build
Every project is built the way we work: we listen, build one useful thing first, run it, and stay.