Rivora or Confluence: where should product knowledge live?
Keep your team's documents in Confluence, and use Rivora alongside it for the decisions and rules your team confirms while designing each feature. Rivora reads Confluence pages as sources, and publishes approved work back to Confluence with a preview first, so the two work as a pair.
Checked on 10 November 2026 against Atlassian's own Confluence pages.
What is Confluence best at?
Confluence is Atlassian's workspace for team documents and knowledge. On its own pages it offers:
- live docs, whiteboards, databases and templates, including product templates;
- markers and automation to flag pages that may be out of date;
- Rovo, Atlassian's AI, to search and answer across Atlassian and connected tools, draft and summarise, and run agents;
- deep links with Jira and the rest of the Atlassian tools.
If your team already writes in Atlassian, Confluence is the natural home for its documents.
Why does product knowledge still get lost in a wiki?
Search finds what's written down. On an established product, the most important things never were: which rule applies to which client, which code is still used, why a feature works the way it does. A wiki page holds what someone wrote once. The answer that changed in last week's meeting lives somewhere else.
What does Rivora add?
- It gets the unwritten answers. Rivora drafts each part of a feature's solution and asks the questions it can't answer. The people who know answer once.
- It keeps them with a scope. Each decision records where it applies, where it came from and who confirmed it.
- Your team checks every part. A person approves each part, sends it back with a comment, or edits it.
- It puts approved work back where people look. Publish approved work to Confluence, with a preview first, and push stories to Jira after a person approves them.
How do they compare?
| Confluence | Rivora | |
|---|---|---|
| Built for | Every team's documents and knowledge | Product teams designing features on established software |
| How knowledge gets in | People write pages, with AI help | Answers from the people who know, given while a feature is designed, confirmed by a person |
| AI | Rovo: search, chat, drafting, agents across connected tools | Drafts each part of a feature's solution, asks what it can't answer, shows the sources each part used |
| Keeping it current | Freshness markers and automation | Decisions and rules with a scope, replaced or stopped when they change |
| Works with | Jira and the Atlassian tools | Confluence (import pages, publish approved work), Jira, and coding agents such as Claude Code, Cursor and Codex |
When is Confluence the better choice?
For your team's documents, plans, meeting notes and how-tos, and for anything the whole company needs to read. Rivora isn't a wiki.
When does a team add Rivora?
When features on an established product keep waiting on the same few people, and the answers they give never make it into a page anyone reads.
Can you use both?
Yes, and most Atlassian teams would. Each person connects their own Atlassian account to Rivora, so Jira and Confluence work happens under their own name. Nothing goes to Jira or Confluence without a person's say-so.
Questions
- Does Rivora replace Confluence?
No. Keep Confluence for documents. Rivora designs features and keeps the confirmed decisions and rules behind them, and publishes approved work to Confluence.
- What about Atlassian Rovo?
Search finds what's written down. Rivora keeps what never was, from the people who know. They suit different jobs, and work side by side.
Bring one real feature you're planning in the next month.