Technical infrastructure

A hybrid RAG architecture combining BM25 keyword search with dense vector retrieval. Vector storage on Milvus or Qdrant, automated change-data-capture pipelines, and row-level security integration.

Core capabilities

• Full compliance with Active Directory and LDAP authorisation: a user only ever gets answers from documents they are allowed to see.
• Document versioning and real-time data synchronisation.
• A transparent citation mechanism so every answer can be verified against its source document and page.

Target sectors

Finance, banking, law, insurance, defence.