AI that runs on your terms, and on your hardware if you want.
We deploy production AI that keeps your data private: self-hosted models behind our LLM gateway, dual-model document extraction with OCR, assistants grounded in your own documents, and in-house fine-tuning. Every pipeline is validated and logged, with a human in the loop where it matters.
What's included
Private LLM hosting
vLLM and llama.cpp on dedicated GPUs (NVIDIA GB10, RTX PRO) behind a gateway that keeps model keys server-side.
Document AI
OCR plus multi-pass extraction: a fast model and a blind re-extraction by a larger one, with disagreements flagged for review.
RAG assistants
Chat assistants grounded in your policies, contracts or knowledge base, streamed and permission-aware.
Agents & MCP
AI agents wired into your systems through APIs and Model Context Protocol servers, with guardrails.
Fine-tuning
QLoRA fine-tunes of open-weight models on your data, with audited datasets and LLM-as-judge evaluation.
Speech & transcription
Whisper transcription and AI note-taking for sessions, calls and field work.
Schema-validated output
Strict parsing, timeouts and validation. The AI never invents prices, SKUs or policy terms.
AI strategy & governance
Use-case selection, consent flows, data boundaries and evaluation before anything ships.
In production for clients
Pairs well with
Let's talk AI Deployment & Private LLMs.
Book a free consultation. We'll review your security, spend and infrastructure, and show you exactly where we'd start.