Healthcare start-up
On-premise sovereign AI
- Context
- Customer feedback volumes that had become unmanageable, and medical data that must never leave the company.
- What we did
- Open-weight LLMs on custom-orchestrated on-premise hardware, RAG over internal knowledge, and MCP servers built to query business software.
- Outcome
- In production, several hours saved per case, and an MVP delivered at two thirds of the estimated budget.

