Gave a 200-person team instant answers to questions that used to take hours.

A scaling company was drowning in internal knowledge spread across docs, Notion, Slack, and tribal memory. New hires took months to ramp. Experienced employees wasted hours finding information. We built an agent that knows everything.

The Problem

Every question an employee couldn't answer quickly was a hidden cost. 'Where is the client contract template?' 'What's our pricing for enterprise?' 'What did we decide about the refund policy?' These questions went to Slack, pulled people out of focus, and sometimes still came back with the wrong answer. At scale, this compounds into thousands of hours and avoidable mistakes.

The Solution

We built an internal knowledge agent that sits across all their existing tools — Notion, Google Drive, Confluence, past Slack threads — and gives accurate, source-cited answers in seconds. The system uses retrieval-augmented generation with a custom reranking layer to ensure answers are always grounded in real documents. A fallback mechanism flags uncertainty instead of hallucinating, so teams can trust what it says.

Live Demo

Ask a real employee question and watch the agent search, rank, and answer with source citations.

Workflow in Action

Tech Stack

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