On-Premise LLM & RAG Platform

The challenge

A regulated enterprise needed LLM and RAG capabilities for internal teams but couldn't send data to third-party APIs. They required full on-premise deployment with SSO, audit logs, and air-gapped operation.

Our approach

1. 1Deployed open-weight models with vLLM behind an internal gateway with role-based access.
2. 2Built a RAG pipeline indexing 1.2M internal documents with hybrid search and citations.
3. 3Integrated SSO, granular ACLs, and immutable audit logs to satisfy compliance requirements.
4. 4Delivered a polished chat UI, API SDK, and admin console for IT operations.