Enterprise KnowledgeBase

The challenge

Flux's engineering and operations teams had documentation scattered across Notion, Confluence, internal Slack threads, and legacy PDFs. Search was keyword-only and routinely returned stale or irrelevant pages.

What we built

We built an ingestion pipeline that continuously syncs from all their source systems, chunks and embeds documents, and surfaces results through a semantic search interface. Answers are grounded with inline citations so engineers can verify sources. The interface also supports follow-up questions within a session, turning one-off searches into genuine knowledge conversations.

Impact