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.
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.
Microsoft (MSFT)-owned code hosting platform with 100M+ developers and 420M+ repositories; GitHub Copilot AI coding assistant competing with Cursor and GitLab for developer platform and AI-assisted development.
GitHub is the world's largest code hosting and collaboration platform — owned by Microsoft (NASDAQ: MSFT) since its 2018 acquisition for $7.5 billion — hosting 420+ million public and private code repositories and serving 100+ million developers who use Git-based version control, pull request code review, issue tracking, project management, and CI/CD automation (GitHub Actions). GitHub is the social network of software development: open-source projects are discovered, contributed to, and forked on GitHub, making it the infrastructure layer of the global software ecosystem.
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