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.
Oakland/Prague product management platform unicorn at $1.72B valuation/$262M raised; $71.8M 2024 revenue with Productboard Spark AI agent for PM workflow serving 6,000+ customers including Salesforce/Zoom competing with Aha! for product roadmapping.
Productboard is an Oakland, California and Prague, Czech Republic-based product management platform — backed with $262 million in total funding at a $1.72 billion valuation (unicorn, 2022) from Sequoia Capital, Bessemer Venture Partners, Kleiner Perkins, Index Ventures, Dragoneer Investment Group, and Tiger Global Management — providing 6,000+ enterprise product teams including Salesforce, Zoom, Microsoft, British Airways, and JPMorgan Chase with customer feedback consolidation, product roadmap prioritization, and AI-powered product planning tools. In 2024-2025, Productboard reported approximately $71.8 million in revenue and launched Productboard Spark — a specialized AI product agent that compresses product workflows from competitive analysis to customer segmentation to delivery-ready specifications from weeks to hours — alongside Productboard Pulse for AI-powered customer feedback categorization and theme detection. Founded 2014 by Hubert Palan (CEO) and Daniel Hejl (CTO); 332-500 employees.
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