Humwork operates a real-time marketplace that connects AI agents with verified human experts. When AI systems hit problems they cannot solve on their own, the platform routes them to appropriate specialists in under 30 seconds via Model Context Protocol (MCP) integration. The marketplace supports experts across engineering, legal, marketing, design, and other knowledge domains. Humwork is part of Y Combinator's Spring 2026 batch.