Use Case
Internal Knowledge
Sharing
Build a team wiki that people actually use. Instead of browsing pages, your team asks questions and gets answers from your collective knowledge.
Start BuildingWhy most team wikis fail
Your team probably already has a wiki, docs site, or shared drive. The problem isn't the tool — it's that searching through pages and folders is slow, and people default to asking colleagues instead. The knowledge exists but nobody can find it.
Hard to search
Keyword search doesn't understand intent. You need to know the exact terms used in the document.
Gets stale fast
Writing and maintaining wiki pages takes effort. Knowledge stays in people's heads instead.
Easier to just ask
Interrupting a colleague is faster than browsing a wiki. The wiki becomes a graveyard of outdated pages.
A different approach to team knowledge
Upload existing docs, done
Don't rewrite your knowledge into wiki pages. Upload the documents you already have — process docs, onboarding guides, technical specs, meeting transcripts. They're instantly searchable via natural language.
Record knowledge-sharing sessions
When a senior engineer explains the deployment process, record it. The transcription becomes part of your knowledge base. No one needs to write it up separately.
Ask, don't browse
"How do we handle on-call escalations?" — get an answer synthesized from your docs and meeting transcripts, with links to the source material. No page browsing, no folder navigation.
Knowledge grows automatically
Every meeting you record, every doc you upload, every transcript you store — your knowledge base grows without anyone needing to "maintain the wiki."
Who benefits most
New hires
Instead of asking 10 people 10 questions, query the KB. Get answers grounded in actual team documents and past discussions.
Senior engineers
Stop being interrupted with "How does X work?" Record it once, upload it, and point people to the KB.
Team leads
Keep track of decisions and context across sprints. Search "Why did we choose Postgres over Mongo?" and get the actual rationale.
Remote teams
Async-first knowledge sharing. Record sessions in your timezone, team members in other timezones query the KB when they need it.