Confluence vs Notion

Pick Confluence if your team already lives in Jira and needs AI to parse dense technical specs, meeting notes, and product requirements across nested spaces. The 50-tool surface means the AI can create pages, update metadata, search by label, and handle Confluence's macro system—useful when you're wiring it into release workflows or sprint planning. Pick Notion if you want faster setup and your docs double as lightweight project trackers. The 28 tools cover page creation, database queries, and block-level edits, which is enough for most knowledge-base and roadmap use cases without the enterprise baggage. For small teams starting fresh, Notion's simpler permission model and cleaner API make it the safer bet. Switching from Confluence to Notion after you've built automation around space permissions and page templates costs about a week of re-routing—you'll need to flatten your hierarchy and rewrite any scripts that depend on Confluence's label or macro logic.