If you're a hospital, law firm, bank, government agency, or any business with regulated data, using ChatGPT or Claude's public API is a non-starter. You need the power of a large language model — but running inside your own walls, on your own hardware, with zero data leaving your perimeter. That's what we deploy.
What "private LLM" actually means
A full ChatGPT-equivalent system running on your hardware: web UI, chat interface, document upload, RAG over your files, multi-user access with SSO, audit logs, role-based permissions — and the underlying model running on GPUs you control. No outbound API calls. No third-party dependency. Works offline in an air-gapped network if required.
Our deployment options
On-premise
Your server room, your GPUs, your network. Fully air-gapped deployments available for defense, healthcare, and finance.
Private cloud
Your AWS / Azure / GCP account with VPC isolation. GPU instances dedicated to you, no multi-tenancy.
Hybrid
Sensitive inference on-prem, burst capacity to private cloud during peak. Routing rules decide what stays local.
Edge
Small language models on laptops, mobile, kiosks, and industrial terminals. Offline-first, sync when online.
Our deployment stack
We typically deploy using Ollama, vLLM, or TGI for inference, Open WebUI, LibreChat, or custom React interfaces for the frontend, Qdrant or Weaviate for vector search, and Keycloak or Authentik for SSO. Orchestration runs on Kubernetes or Docker Swarm. Monitoring via Prometheus + Grafana. Everything version-controlled, reproducible, documented.
Models we deploy
- Llama 3.x (8B, 70B, 405B) — best general-purpose open model family
- Mistral / Mixtral — strong European alternative, often better for non-English
- Qwen 2.5 — excellent for bilingual English/Chinese and technical content
- DeepSeek — state-of-the-art reasoning at lower inference cost
- Your fine-tuned custom model — the one we trained on your proprietary data
What you get
- Running production deployment on your infrastructure, handed over with full documentation
- Chat UI, API endpoint, and admin panel for your team
- RAG integration over your SharePoint, Google Drive, Confluence, or file shares
- SSO, role-based access control, and full audit logging
- Knowledge transfer and 30-day support while your team takes over ownership