Relay.app vs Confluence
Side-by-side comparison of AI visibility scores, market position, and capabilities
Human-in-the-loop workflow automation; $35M Series A from a16z and Khosla (Mar 2025); connects 100+ apps with embedded human approval steps for AI-human collaboration. Founded 2021, SF.
About
Relay.app is a human-in-the-loop workflow automation platform founded in 2021 in San Francisco. The company was built around the insight that fully automated workflows break down at the edges — when decisions require human judgment, context that only a person has, or approval before an irreversible action. Relay.app's core design principle is that AI agents and humans should collaborate in workflows rather than the AI operating autonomously.\n\nThe platform connects to 100+ applications including Salesforce, HubSpot, Slack, Gmail, Notion, and Airtable, enabling teams to build complex cross-app automations with embedded human checkpoints — approval steps, form fills, and manual decisions that slot naturally into otherwise automated flows. Relay.app's AI agents can draft content, classify data, extract information from documents, and make routing decisions, with humans stepping in only where judgment is needed. Target users are operations, revenue, and customer success teams at mid-market B2B companies.\n\nRelay.app raised a $35 million Series A in March 2025 co-led by Andreessen Horowitz and Khosla Ventures, validating its human-in-the-loop positioning in a market increasingly crowded with fully autonomous automation tools. The funding has accelerated the expansion of its AI agent capabilities and integration library. Relay.app competes with Zapier, Make, and newer AI automation platforms but differentiates through its thoughtful balance between automation efficiency and human oversight.
Part of Atlassian $4.4B revenue 2024 (+23% YoY); 300K+ Atlassian customers; 50,370+ companies use Confluence; 1.88% knowledge management market share; NASA, Netflix, Facebook customers; wiki collaboration leader
About
Confluence is a team wiki and knowledge management platform developed by Atlassian, founded in 2002 and headquartered in Sydney, Australia, originally launched in 2004 to give software development teams a structured, collaborative space for documentation, project planning, and institutional knowledge capture. The product was built on the premise that tribal knowledge — how systems work, why decisions were made, what processes to follow — needs to live somewhere accessible and searchable rather than in email threads, shared drives, or individual memory. Confluence became Atlassian's second major product after Jira, and the two are deeply integrated in most enterprise software organizations' toolchains.\n\nConfluence's core capabilities include pages and spaces for structured documentation, nested hierarchies for organizing knowledge by team or project, templates for recurring document types (sprint retrospectives, decision records, runbooks, meeting notes), macros for embedding dynamic content, and Jira integration for linking documentation directly to software development work. Atlassian has been investing heavily in AI capabilities through its Atlassian Intelligence platform, which brings AI-assisted page summarization, smart search, and content generation into Confluence. The product is available both as a cloud service (Confluence Cloud) and as a self-managed deployment (Data Center).\n\nConfluence is used by over 50,370 companies globally and is one of the most widely deployed enterprise knowledge management platforms in the software industry. Atlassian reported FY2024 revenue of $4.4 billion, up 23% year over year, with Confluence serving as a core component of the Atlassian product suite that 300,000+ customers use across Jira, Confluence, Trello, and other tools. Its deep Jira integration, enterprise Data Center deployment options, and AI-powered enhancements position Confluence as the default documentation platform for engineering-led organizations worldwide.
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