Atlassian launches visual AI tools and third-party agents in Confluence


Software giant Atlassian on Wednesday announced new AI tools and agents focused on turning data into visual assets and applications.

This includes the release of the Remix visual tool in open beta. Remix enables businesses to convert data and information stored in Atlassian’s Confluence content collaboration software into assets including charts and graphs.

Remix will recommend which visual format makes the most sense for the data or information available and will create these visual assets without requiring users to open another application or software.

The company also announced three new third-party agents that run within Confluence using model context protocols (MCP).

An agent connects Confluence users with vibe coding favorite Lovable to turn product ideas and data into working prototypes. Another agent connects to Replit application creation software and allows users to convert technical documents into initial applications. The third agent works with the AI ​​Gamma presentation creator to create slides and other presentation materials.

“With Remix and agents in Confluence, a single page becomes the starting point for what comes next: a clear story for leaders, a prototype for builders, or a journey for customers, all from the same source of truth,” wrote Sanchan Saxena, senior vice president of team collaboration at Atlassian, in a blog post announcing the features. “When that friction is removed, teams do more than manage documents; they create the next generation of products and experiences.”

The new tools are the latest in Atlassian’s push to embed AI agents and tools directly into the applications workers are already using, rather than releasing new software platforms. In February, the company AI agents added to your Jira product management software.

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This follows an industry-wide trend of companies looking to integrate AI tools and agents directly into existing workflows rather than releasing standalone AI-powered software. While Salesforce was one of the first companies to launch a standalone AI agent management platform, agent forcein 2024, since then it launched many of its AI innovations through existing software, such as its recent update that turned the messaging service Slack chatbot becomes an artificial intelligence agent.

OpenAI is also leaning into this movement through its recent Border Alliances Initiative. OpenAI partnered with four major consulting firms to task consultants with integrating OpenAI technology into their clients’ existing technology stacks and workflows rather than simply selling them subscriptions to ChatGPT Enterprise.

“Technology should take a backseat and allow people to focus on their best work,” Saxena wrote in the company’s blog post.



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