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.
San Jose unified communications (NASDAQ: ZM) at $4.665B FY2025 revenue; AI Companion included in paid plans serving 192,600 businesses and 70% Fortune 100 competing with Microsoft Teams for enterprise video and AI collaboration.
Zoom Video Communications is a San Jose, California-based unified communications and AI collaboration platform — publicly traded on the NASDAQ (NASDAQ: ZM) at approximately $20 billion market capitalization — providing businesses and individuals with video conferencing, phone, chat, contact center, and AI collaboration tools through the Zoom Workplace platform serving 192,600 business customers including 70% of the Fortune 100. In fiscal year 2025 (ended January 31, 2025), Zoom reported $4.665 billion in revenue (3% year-over-year growth), demonstrating stable performance after the post-pandemic normalization from the explosive 2020-2021 growth period. Zoom's AI Companion (integrated across Meetings, Phone, Chat, and Whiteboard) provides meeting summaries, real-time coaching, and workflow automation at no additional charge for paid subscribers. Founded in 2011 by Eric Yuan (former Cisco WebEx VP of Engineering), Zoom employs 8,484 people globally.
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