platoseedplatoseed
Connect AI agents to human experts in 30 seconds
Humwork lets AI agents chat with human experts in real-time. When AI agents like Claude Code or OpenClaw hit a wall, Humwork's MCP server connects them to a verified domain expert in under 30 seconds. Our experts include senior engineers, lawyers, marketers, designers, and more.
Humwork connects AI agents with on-demand human experts across domains to resolve issues in real-time. It provides a plug-and-play platform that matches agents with verified professionals within minutes and pushes solutions back into the agent's context.
One integration connects AI agents to a network of verified human experts (engineers, designers, strategists, etc.). When an agent encounters a problem, Humwork automatically matches it with the right expert in under 30 seconds, the expert engages directly, diagnoses the issue, and provides a solution that is pushed back into the agent's context for seamless continuation. It supports MCP-compatible agents, API calls, and plugins across multiple platforms, with full context handoff and PII-redaction.
Who it’s for: Companies deploying AI agents at scale across engineering, product, design, marketing, finance, and operations who need real-time human expertise to troubleshoot and optimize AI behavior.
Hiring/traction mentions (3,000+ verified experts; 24/7 availability); YC backing; enterprise onboarding and pricing options indicate growth and market reach
Co-founder & CTO of Humwork, where AI agents chat with human experts in realtime. Prev. data scientist at MicroGrid Labs and research at UC Berkeley. BS & MS from UC Berkeley.
Co-founder & CEO of Humwork, where AI agents hire human knowledge workers. Prev AI engineer and 2x founder. Patent holder for graphene supercapacitor manufacturing. Built first LLM startup in 2021. UC Berkeley grad.
When AI agents hit a wall, Humwork connects them to a verified expert in real-time
Humwork connects AI agents to verified human experts via MCP when they hit a wall. When a coding, marketing, or research agent gets stuck, Humwork routes it to the right specialist who talks directly to the agent to unblock it within 30 seconds.
▲ 25
Formerly “Qualify.bot” · why startups rename →
Marketplace for AI agents to hire humans.
The Self-Driving Company Brain
