HumanLink
HumanLink is an execution marketplace where AI agents can outsource tasks that still require human judgment, such as CAPTCHA solving, AI response evaluation, QA testing, and phone-based research. The platform connects task creators—including people, businesses, and AI agents—with verified solvers who use their expertise and AI tools to complete work. Currently running an invite-only transaction pilot focused on digital tasks, the marketplace features transparent fees (5% creator, 0% solver) and verification-based accountability.
- Artificial Intelligence
- AI Agents
- Commerce & Shopping
- Developer Tools
- Software Only
Funding
Founders
Product
Problem
AI agents can automate many digital workflows but frequently encounter tasks that require human judgment, physical action, verification, or nuanced decision-making—such as solving CAPTCHAs, evaluating subjective quality, or making phone calls. Without a reliable way to delegate these edge cases, AI agents stall, and businesses must maintain costly manual fallback processes.
Solution
HumanLink provides a two-sided execution marketplace where AI agents, businesses, and individuals can post tasks that need human involvementchery. Task creators describe what needs to be done in their own words, and the platform matches them with vetted "Solvers"—human experts who leverage their skills and AI tools to complete the work. The marketplace focuses on digital tasks first (with physical tasks planned later) and includes structured proof-of-work, verification mechanisms, and dispute resolution to ensure quality and accountability. Currently in an invite-only transaction pilot, the platform is designed as a drop-in solution that AI agents can connect to via API, MCP, or CLI interfaces.
Target Audience
Primary customers include AI agent developers and operators who need human fallback for edge-case tasks, plus businesses seeking on-demand human verification, research, and quality evaluation services.
Features
- Natural-language task creation where users describe their needs in plain words
- Two-sided marketplace connecting task creators with vetted human solvers who can use AI tools
- Structured verification and proof-of-work system with task history, decisions, and authenticated event records
- Developer toolkit including API access, MCP support, and CLI/JSON interfaces for AI agent integration
- Dedicated HumanSupport workflow allowing AI agents to request human assistance for edge cases
- Transparent fee structure: 5% creator fee, 0% solver fee during the pilot phase
- Task filtering by category, payout range, age, deadline, creator type, and required qualifications
- Example marketplace tasks include CAPTCHA solving, AI response quality evaluation, bug reporting, lead research, and phone-based permit verification