Private AI · Wisconsin
On-Premise LLM Deployment (Open Models on Your Hardware)
Open models such as Llama, Qwen, Gemma, Mistral or gpt-oss, served from hardware you own behind company sign-in, with an OpenAI-compatible API so your tools can use them too.
Also searched as: on-premise LLM · self-hosted LLM for business · run Llama on our own server · deploy open source LLM · local LLM server setup
- Starting at
- $5,000 plus hardware
- Typical timeline
- 2–4 weeks
- Service area
- Wisconsin & nationwide
- Response
- Within one business day
On-Premise LLM Deployment (Open Models on Your Hardware) for Wisconsin businesses
On-Premise LLM Deployment (Open Models on Your Hardware) from Wisconsin Tech Shop: Open models such as Llama, Qwen, Gemma, Mistral or gpt-oss, served from hardware you own behind company sign-in, with an OpenAI-compatible API so your tools can use them too. We work with businesses throughout Wisconsin, including Milwaukee, Madison, Green Bay, Appleton, Kenosha, Eau Claire, La Crosse, Wausau and the Northwoods. Pricing typically starts at $5,000 plus hardware, and most projects take 2–4 weeks.
What's included
- Model selection and testing on your real tasks
- Serving with vLLM, llama.cpp or Ollama, tuned to your hardware
- A ChatGPT-style app for staff with company sign-in (SSO)
- An OpenAI-compatible API for your software and automations
- Usage logs, rate limits and a documented update process
Who it's for
Law firms, clinics, accountants, manufacturers, engineering firms, schools and any company with files that shouldn’t leave the building, plus owners who would rather own their AI than rent it forever.
How it works
- 1
Free fit call
What should the AI do, which data can it see and who will use it? We tell you honestly whether local, cloud or hybrid fits best, with rough costs for each.
- 2
Sizing and pilot
We size the hardware and models to your users and documents, then pilot on your real work so you see the quality before buying more.
- 3
Build and lock down
Hardware built and tested under load, models served behind company sign-in with permissions and logging, document search connected and staff trained.
- 4
Own it, with backup
Everything is documented and in your name. On an optional care plan we keep models, security patches and backups current.
On-Premise LLM Deployment (Open Models on Your Hardware) pricing
Pricing typically starts at $5,000 plus hardware, and most projects take 2–4 weeks. Every project gets a fixed quote after a free discovery call.
What affects the cost
- How many people use it at the same time
- The model size and quality you need
- How many documents it searches
- Hardware: one computer, a workstation or a multi-GPU server
- Fine-tuning, integrations and offline (air-gapped) requirements
Why Wisconsin businesses choose us
Rooted in Wisconsin and working nationwide, we size the hardware honestly, build and test it, install it on site in Wisconsin or ship it ready to plug in anywhere in the U.S., and support it remotely.
Practical AI, not hype
We add AI where it saves real hours, with guardrails, privacy and a person in the loop.
A Wisconsin team
You work directly with the Wisconsin-based team building your project, in Central Time.
Any size business
One-person shops, growing companies and large operations all get the same fast, friendly help.
Fixed, upfront pricing
You get a written scope and a fixed quote before work starts, without big-city agency overhead.
On-Premise LLM Deployment (Open Models on Your Hardware) FAQs
Which model should we use?
It depends on the work. We test a short list of open models on your real tasks, compare quality and speed on your hardware, and pick the best fit. You can switch models later without rebuilding.
Can our existing tools use it?
Usually, yes. We serve it through an OpenAI-compatible API, which many apps and automation tools already support.
Is a private model as good as ChatGPT or Claude?
For drafting, summarizing, searching your documents and most everyday work, today’s open models are very capable. For the hardest reasoning the largest cloud models still lead, which is why many companies run a hybrid: sensitive work stays local and approved tasks can use a cloud model.
What hardware does it take?
Anything from a recent computer with plenty of memory for one person, to a GPU workstation for a team, to a dedicated multi-GPU server for a whole company. We size it to your users, models and documents and quote it upfront.
Related services
Private AI Server for Your Office
A dedicated AI server in your office running modern open models, so your team gets ChatGPT-style help and private document search with no data leaving the building.
AI Workstation & GPU Server Build
A machine built for AI: a GPU workstation, a large-memory Mac or a multi-GPU rack server, sized to your models and users, built, tested under load and delivered ready to run.
Managed Private AI (Monthly Care)
We keep your private AI healthy every month: better open models tested and rolled out as they arrive, security patches, monitoring, backups and help for your users.
Fine-Tuning an Open Model on Your Company’s Data
Teach an open model your terminology, writing style and tasks with LoRA fine-tuning on your own examples, then measure it against the base model so you know it actually got better.
Private Document Search (RAG) on Your Own Server
Ask questions of your own files and get answers with sources, from a system that runs on your hardware and respects who is allowed to see what.
Hybrid AI: Local Models Plus Cloud AI, With Rules
One AI front door for your company: sensitive work stays on your private model, approved tasks can use a cloud model like Claude or ChatGPT, and every request follows your rules.
On-Premise LLM Deployment (Open Models on Your Hardware) across Wisconsin
We work with businesses statewide, on site across much of Wisconsin and remotely everywhere.
- Milwaukee, WI
- Wauwatosa, WI
- West Allis, WI
- Oak Creek, WI
- Waukesha, WI
- Brookfield, WI
- Menomonee Falls, WI
- West Bend, WI
- Madison, WI
- Sun Prairie, WI
- Middleton, WI
- Fitchburg, WI
- Janesville, WI
- Beloit, WI
- Appleton, WI
- Oshkosh, WI
- Neenah, WI
- Fond du Lac, WI
- Green Bay, WI
- De Pere, WI
- Sheboygan, WI
- Manitowoc, WI
- Racine, WI
- Kenosha, WI
- Eau Claire, WI
- La Crosse, WI
- Wausau, WI
- Stevens Point, WI
- Marshfield, WI
- Superior, WI
Tell us what you need
Get a free, no-pressure quote from a Wisconsin development team. Tell us a little about your business and we'll reply within one business day with next steps, rough pricing and honest advice.
- Big projects and small ones are all welcome
- Fixed-price quotes, no surprise invoices
- You own your code, data and accounts
- A client portal to track progress, invoices and payments
- Rooted in Wisconsin, serving businesses nationwide
Rather talk it through? Call us