For a single office or department
A compact dedicated server running headless on your network, with battery backup and encrypted backups. It sits in the server closet or under a desk, needs no screen, and is administered the way any other server on your network is administered.
For larger deployments
GPU servers from established vendors, sized to your user count and the models required. Specified in writing before anything is ordered, with the reasoning, so IT can review the choice rather than inherit it.
What it runs
Open-weight language models chosen for the work, running entirely on that machine. The model reads your documents and answers from them. Nothing calls out to the open internet unless you decide it should, and if you decide it should not, the machine works with the network cable unplugged.
What IT needs to know
It lives on your network and follows your access rules. Users authenticate the way they already do. Updates are scheduled with you, documented and reversible. Every credential and every account belongs to you. We complete your vendor security questionnaire as part of procurement.