Inside the rise of Mercor, the AI platform transforming global expert hiring and redefining how human intelligence fuels artificial intelligence.


In just two years, Mercor has gone from a college dropout startup to a $10 billion AI platform reshaping the future of human-AI collaboration. The company’s meteoric rise highlights a growing truth in the tech world: human expertise remains the missing ingredient in the race to build smarter, safer artificial intelligence.

A Smarter Way to Train AI

The global shortage of high-quality human expertise has become a major bottleneck for developing advanced AI models like ChatGPT. Mercor’s solution? A powerful human-in-the-loop AI platform that recruits and manages tens of thousands of professionals worldwide—engineers, data scientists, and domain experts—who train and refine frontier AI systems with real-world knowledge.

Earlier this week, Mercor announced a massive $350 million funding round, pushing its valuation to $10 billion. Just months ago, it had raised $100 million at a $2 billion valuation. According to industry analysts, this surge cements Mercor as essential infrastructure for the next generation of artificial intelligence.

From Freelance Network to AI Powerhouse

Founded in 2023 by Brendan Foody, Adarsh Hiremath, and Surya Midha, Mercor started by connecting freelance engineers with startups. But the founders soon realized their technology could solve a bigger problem: AI model training needs human intelligence—fast, scalable, and specialized.

By integrating AI-driven candidate evaluation tools—like automated resume screening and smart interviews—with proprietary reinforcement learning systems, Mercor can precisely match experts to AI projects that require their unique skills. The result is a faster, fairer, and more scalable way to connect global experts to meaningful work.

Standing Out in a Crowded AI Market

While platforms like ZipRecruiter, Otta, and RippleMatch automate hiring, and data-labeling firms like Surge AI and Scale AI focus on broad training tasks, Mercor takes a different path. It specializes in high-value expert work—the kind that requires deep domain knowledge, not just basic labeling.

This niche approach gives Mercor a significant competitive edge in an increasingly saturated AI talent ecosystem. Its curated network of specialists ensures that the world’s most advanced AI systems are trained not just by data, but by genuine human intelligence.

Expanding Beyond Tech

Looking ahead, Mercor is setting its sights on industries where expert knowledge matters most—like healthcare and law. The company is also developing new AI-powered recruitment marketplaces that could democratize access to high-paying expert work globally.

If successful, Mercor’s vision could reshape the nature of work itself—turning expert knowledge into a scalable, borderless resource for the world’s leading AI systems.


In a world obsessed with automation, Mercor is betting big on humans. Its rapid ascent proves that the future of AI doesn’t mean replacing people—it means empowering them.

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