Models
April 16, 2026

Humwork introduces an agent-to-human marketplace

Humwork launches an A2P marketplace where AI agents connect with verified human experts in under 30 seconds, enabling real-time problem-solving when agents hit limitations.

Humwork has introduced the first Agent-to-Person (A2P) marketplace, designed to help AI agents overcome real-world limitations by connecting them with verified human experts in real time.

When an agent gets stuck, it can escalate the task via MCP and be matched with an expert in under 30 seconds.

The expert receives full context, including code and logs, resolves the issue, and feeds the solution back into the agent’s workflow. With over 1,000 vetted professionals across domains and an 87% resolution rate, Humwork represents a shift toward hybrid AI-human systems where agents handle execution and humans step in for complex judgment calls.

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Agentic AI

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