The metal that runs your AI, handled.
For AI that runs on your own hardware, we provision, configure, and maintain the physical layer — servers, GPUs, and the software stack on top.
SFM.biz handles the hardware behind on-premise AI: guidance on what to buy, setup and configuration of servers and GPUs, the drivers and runtime stack, monitoring, and ongoing maintenance and upgrades. The physical layer stays healthy so the AI on top stays up.
The problem, and how we handle it.
The problem
Running AI on your own hardware gives you control and data residency, but it also means someone has to spec it, build it, keep the GPU drivers and runtime healthy, and handle failures. That's specialized work most teams aren't staffed for.
How we handle it
We own the physical layer end to end: procurement guidance, build and configuration, driver and runtime setup, monitoring, and scheduled maintenance and upgrades, so on-prem AI is a capability, not a maintenance burden.
What the engagement includes.
- Hardware guidance on spec and procurement for your workload
- Setup and configuration of servers, GPUs, and the runtime stack
- Driver and dependency management kept current and stable
- Monitoring of health, thermals, and utilization
- Scheduled maintenance and upgrades as needs grow
Let's keep your AI working.
A short conversation about what you're running, where it's drifting, and what it would take to have someone steady on the wheel.
Don't gamble on the flash. Rely on the experience.
FAQ
Why run AI on-premise at all?
Control and data residency. Some businesses can't or won't send data to third-party clouds, on-prem keeps the models and the data inside your walls.
Do you supply the hardware?
We guide procurement to fit your workload and budget, then set it up and maintain it. You own the hardware.
What if a GPU or server fails?
Monitoring catches issues early, and maintenance includes handling failures and upgrades so downtime is planned, not a surprise.
Can you do a hybrid of on-prem and cloud?
Yes, that's the Cloud or On-Prem Managed Agentics service, matched to your control and compliance needs.