The Challenge

Enterprise knowledge is scattered across PDFs, wikis and intranet pages, so employees spend significant time searching — or make decisions on outdated information.

Our Approach

The demonstration indexes approved documents into a secure knowledge base, retrieves the most relevant passages for each question, and generates answers with citations back to the source documents, keeping humans in the loop.

The Outcome

A working reference architecture for enterprise RAG — including evaluation criteria, citation behaviour and guardrails — that can be adapted to a client’s own content and security requirements.