Seven real-world examples of Confluence AI agents built by companies like HarperCollins, Docusign, KFC, and Sprout Social are showcased, covering use cases from meeting-to-action companions and PRD authoring to onboarding guides and backlog synthesis. Each agent is powered by Atlassian's Rovo Studio and integrates Confluence with Jira, Slack, and external tools via MCP. Ready-to-paste agent instructions and automation patterns are provided for each use case, along with a step-by-step guide to building custom agents without coding. Key metrics cited include 5M+ monthly agent invocations and 200K+ hours saved in a single month.
Table of contents
Make your own agents with Rovo StudioHarperCollins’s Meeting-to-Action CompanionDocusign’s PRD & Spec AuthorRiverty’s Lessons Learned AgentKFC’s Architecture Review AgentPythian’s Progress TrackerHow to invoke Confluence Agents with Jira243 Impressions