Atlassian Adds AI to Confluence So Teams Can Stop Reformatting the Same Content
"When you remove the friction, teams do more than manage documents; they create the next generation of products and experiences."
On April 8, Atlassian announced two new AI-powered capabilities in Confluence, Remix and pre-built partner agents, designed to reduce the manual work teams do reformatting and repackaging content that already exists.
The announcement follows the company's addition of AI agents to Jira in February 2026 and extends its strategy of embedding AI directly into existing workflows rather than building standalone platforms.
Remix is rolling out in open beta to Confluence Cloud customers with Rovo. It allows teams to highlight any content on a Confluence page and transform it instantly into a visual format without switching tools or copying content elsewhere, according to the announcement.
At launch, supported formats include data visualizations, infographics, scorecards, and charts, with more to come. The tool is designed to be non-destructive. Visuals are layered on top of the source content rather than replacing it, keeping the original page intact.
According to the company, Remix also suggests the most effective visual format based on content type and organizational usage patterns, while accepting freeform prompts if a team already knows what it wants. The resulting visuals live directly on the Confluence page, visible to anyone who visits it.
Atlassian's internal data found that Confluence pages with at least one visual element are 18% more likely to be read by a wider audience. Pages with multiple visual elements reach nearly twice the audience of text-only pages, according to the same data.
Alongside Remix, Atlassian is launching pre-built partner agents for Lovable, Replit, and Gamma, available from April 13. Each agent is invoked from a Confluence page via Rovo Chat and carries both the content and its context, including authorship, project associations, and linked decisions, into the partner tool.
The Lovable agent turns product specifications into working UI prototypes. The Replit agent converts technical documents into starter applications engineers can fork and extend. The Gamma agent transforms meeting notes or status pages into presentations. All three are built on Model Context Protocol and powered by Rovo, according to the press release.
Administrators enable them through Atlassian Administration under Connected Apps, with no custom scripting required, and the agent appears in the team's Rovo directory within minutes. Work created in a partner tool links back to the original Confluence page, according to Atlassian.
"With Remix and partner agents in Confluence, a single page becomes the starting point for whatever comes next: a clear story for leaders, a prototype for builders, or a walkthrough for customers, all from the same source of truth," said Sanchan Saxena, SVP for Teamwork Collection at Atlassian.
He said that when you remove that friction, teams do more than manage documents; they create the next generation of products and experiences.
Atlassian serves more than 350,000 customers worldwide. Additional partner agents beyond the initial three are planned, and the MCP server is open and documented for any partner to build on.