Connect Slack to your AI — the knowledge in your channels, finally findable
Valuable decisions and answers are buried in Slack. Ragnight indexes them and makes them queryable, citing the original message.
Slack is the company's informal memory — but it vanishes in the stream. Ragnight indexes your channels and threads so your AI can find what was already decided or explained.
Use case — Product & ops teams
A concrete use case
A decision was made three months ago in a Slack thread, and no one remembers it. Instead of asking again, the team queries the assistant, which finds the message and cites it.
How it works
Connect Slack
Authenticate Slack in a few clicks. Ragnight indexes your content continuously, read-only, no developer.
Plug in your AI
ChatGPT, Claude, Mistral or your agents query Slack via the API or MCP connector — no copy-paste.
Cited, up-to-date answers
Every answer links back to its source in Slack. Sync keeps the memory current automatically.
What it changes
Semantic search across Slack
Ask in plain language; Ragnight finds the relevant passage inside Slack.
Cited, trustworthy answers
Every answer cites the source Slack document — verifiable, no hallucination.
No migration, read-only
Your content stays in Slack. Ragnight indexes it where it lives and keeps in sync.
EU-hosted, GDPR
Your data is isolated per organisation, encrypted and hosted in Europe.
Frequently asked questions
Which channels are indexed?
Only the ones you authorise. Ragnight does not index direct messages and stays within the scope you define.
Can we answer from within Slack too?
Yes: Ragnight can power an assistant accessible inside Slack, in addition to ChatGPT or Claude.
Connect Slack to your company's memory
Connect Slack, run your first search — no credit card, in under 5 minutes.
