Internal knowledge search
Ask anything across your Notion, Drive, Slack, and Confluence — get an answer with citations, not ten links and a guess.
Knowledge in a 200-person company lives in eight tools. Half the team can't find the policy doc, the runbook, or the last design decision. Onboarding takes weeks of asking questions.
- 01
Built per-source connectors (Notion, Drive, Slack, Confluence, GitHub) with proper permission enforcement so users only retrieve what they could already see.
- 02
Indexed into pgvector with chunking tuned per source type and a re-rank pass on retrieval.
- 03
Designed the answer UI to always cite sources inline — no source, no claim.
- 04
Implemented a 'this answer was wrong' loop that the team can act on without engineering.
- 05
Built admin tooling for source pruning, freshness windows, and quality dashboards.
“Companies don't lack knowledge. They lack a search box that respects who's asking.”
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Onboarding time drops sharply.
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The same answers stop being asked in Slack for the hundredth time.
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Decision history becomes searchable, not tribal knowledge.
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Engineering time spent answering basic questions falls.
Want something like this in your business? Start with a discovery call.