Nvidia Eyes $20B Stake in AI Data Specialist Mercor

Chip manufacturing titan Nvidia is reportedly in advanced discussions to inject significant capital into Mercor, an artificial intelligence data solutions provider. This potential investment could propel Mercor's valuation to a remarkable $20 billion, a substantial leap from its previous funding round less than a year ago. The move underscores Nvidia's deepening commitment to the AI ecosystem beyond its core hardware, seeking to solidify its influence across the entire value chain.

Mercor, founded by a trio of young entrepreneurs – Brendan Foody, Adarsh Hiremath, and Surya Midha – has rapidly carved out a niche by connecting AI developers with specialized human expertise. This is crucial for refining complex AI models, particularly in high-stakes fields like medicine, law, and finance, where nuanced data interpretation and rigorous evaluation are paramount. The company's ability to source and manage a vast network of professionals, including doctors, lawyers, and scientists, has become a critical bottleneck solution for leading AI labs.

The proposed funding round, which could see existing investor General Catalyst taking the lead, highlights the accelerating demand for high-quality, human-curated data in AI development. This contrasts with earlier AI models that relied heavily on broad internet scraping. Mercor's model, which involves experts creating, labeling, and validating data for reinforcement learning, model benchmarking, and simulated professional tasks, has attracted major AI players such as OpenAI, Anthropic, and Meta, in addition to Nvidia itself.

This potential investment is particularly strategic for Nvidia, as Mercor's experts are already contributing to Nvidia's open-source AI initiatives, including its Nemotron family of models. By investing, Nvidia not only gains a financial stake but also strengthens its collaborative ties with a key enabler of advanced AI development. This move aligns with Nvidia's broader strategy of investing across the AI stack, from foundational model development to the critical infrastructure that supports it.

Mercor's trajectory has been meteoric. Established in 2023, the company pivoted from AI hiring software to focus on the burgeoning AI data training market. Its Series C funding in October 2025, led by Felicis Ventures with participation from Benchmark and Robinhood Ventures, valued the company at $10 billion. If the current discussions materialize at the reported valuation, Mercor will have doubled its worth in under twelve months, showcasing one of the most impressive growth stories in the current AI boom. The company reported annualized gross billings in the billions by mid-2026.

The increasing reliance on specialized human judgment for AI training reflects a maturing AI industry. As AI systems tackle more sophisticated and sensitive applications, the quality of training data and expert oversight becomes as vital as the computational power provided by GPUs. Nvidia's potential investment in Mercor signals a recognition of this evolving dynamic, where human expertise is becoming a scarce and highly valuable commodity in the AI race.