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

Editor-In-ChiefBy Editor-In-ChiefApril 8, 2026No Comments3 Mins Read
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Software giant Atlassian on Wednesday announced new AI tools and agents focused on turning data into visual assets and applications.

This includes deploying the visual tool Remix in open beta. Remix allows businesses to transform data and information stored in Atlassian’s content collaboration software Confluence into assets such as charts and graphics.

Remix recommends the visual format that best suits the data and information at hand, and allows users to create these visual assets without having to open another application or software.

The company also announced three new third-party agents that run within Confluence using the Model Context Protocol (MCP).

One agent connects Confluence users to Vibe coding’s darling Lovable, turning product ideas and data into working prototypes. Another agent connects to the app builder software Replit, which allows users to convert technical documents into starter apps. A third agent works with the AI ​​presentation builder Gamma to create slides and other presentation materials.

“With Remix and Agents in Confluence, one page becomes the starting point for everything that comes next, with clear stories for leaders, prototypes for builders, and walkthroughs for customers, all from the same source of truth,” said Sanchan Saxena, senior vice president of teamwork and collaboration at Atlassian, in a blog post announcing the feature. “Removing that friction allows teams to go beyond managing documents to creating next-generation products and experiences.”

This new tool is the latest in Atlassian’s efforts to embed AI agents and tools directly into the apps employees already use, rather than launching a new software platform. The company added an AI agent to its product management software Jira in February.

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This follows an industry-wide trend of companies looking to incorporate AI tools and agents directly into their existing workflows, rather than launching separate AI-powered software. Salesforce was one of the first companies to launch Agentforce, an independent AI agent management platform, in 2024, but since then it has released many AI innovations through its existing software, including a recent upgrade that turned messaging service Slack’s chatbots into AI agents.

OpenAI is also leaning into this movement through its recent Frontier Alliances initiative. OpenAI has partnered with four leading consulting firms to not only sell ChatGPT Enterprise subscriptions, but also task consultants with integrating OpenAI technology into their clients’ existing technology stacks and workflows.

“Technology should fade into the background, allowing people to focus on what they do best,” Saxena said in a company blog post.



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