Pick the right model
I benchmark candidate models on your hardware with your prompts: speed, memory, quality. You get a recommendation and the data behind it.
Run AI on your own hardware, with numbers to back it.
I help teams choose, deploy and measure local models and agents, the same way I do it on this blog: measured, repeatable, honest about the trade-offs.
Get in touchRun it on your machines
llama.cpp or Ollama set up as a service that stays up, private by default, nothing leaving your network.
Put agents to work
Agent workflows with Hermes or similar tools, every run logged so you can see what it did and why.
Tell me what you run today and what you want to run. Get in touch.