On-prem & private
Local AI implementation
AI that never lets your data leave the building.
Deployment of open-weight models on infrastructure you control: on-prem, in your private cloud, or fully air-gapped for regulated environments. Includes private retrieval over your own documents, so staff get AI answers grounded in company knowledge without a byte leaving your perimeter.
Deliverables
- Model selection benchmarked on your documents and tasks
- On-prem or private-cloud deployment, hardened and documented
- Private retrieval (RAG) over internal document stores
- Access controls, audit logging, and update procedures
- Operations runbook your own team can maintain
Signs you need this
- Legal or compliance has banned sending data to external AI APIs
- You operate in a regulated industry with residency requirements
- Staff already paste sensitive documents into consumer chatbots
- You want AI capability without a per-seat vendor dependency
Work wanted
Tell us what you are trying to do and we will say whether this is the right notice.
Write to the labOther notices
AI audit
Find out if the AI you already run deserves to stay.
Right-tool consulting
LLM, decision model, classic ML, rules, or a human. We map which.
Hardware + software
The machines, the GPUs, and the software to run them.
Hybrid architecture design
Every task routed to the cheapest intelligence that can do it well.
Human-in-the-loop workflows
AI proposes. Humans verify and decide.
AI governance & training
Written rules for using AI, including when not to.