Connect Confluence to your AI — your documentation, queryable
Ragnight indexes your Confluence spaces and makes every page queryable by your assistants, citing the source.
Confluence holds product and technical documentation, but it ages and is hard to search. Ragnight turns it into a reliable memory for your AI, cited and synced.
Use case — Engineering & onboarding
A concrete use case
A new engineer needs to understand an architecture documented in Confluence. Instead of reading ten pages, they ask the assistant, which summarises and cites the exact pages.
How it works
Connect Confluence
Authenticate Confluence in a few clicks. Ragnight indexes your content continuously, read-only, no developer.
Plug in your AI
ChatGPT, Claude, Mistral or your agents query Confluence via the API or MCP connector — no copy-paste.
Cited, up-to-date answers
Every answer links back to its source in Confluence. Sync keeps the memory current automatically.
What it changes
Semantic search across Confluence
Ask in plain language; Ragnight finds the relevant passage inside Confluence.
Cited, trustworthy answers
Every answer cites the source Confluence document — verifiable, no hallucination.
No migration, read-only
Your content stays in Confluence. 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
Are restricted spaces and pages respected?
Yes: you choose which spaces to index, and access stays controlled within your Ragnight organisation.
Does Ragnight modify my data in Confluence?
No. The Confluence connector is read-only: Ragnight indexes your content for search, and never modifies or deletes it.
Connect Confluence to your company's memory
Connect Confluence, run your first search — no credit card, in under 5 minutes.
