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Mercor

Mercor is a San Francisco-based artificial intelligence company that began as an AI hiring platform and shifted to recruiting domain experts such as doctors and lawyers for major AI labs to supply data for model training and evaluation, with its valuation rising rapidly over several funding rounds.

Contents20 sections
Key facts

The Founders’ Schooling

The three began the company as college freshmen and started building it full-time in 2023 after dropping out.⁠[2]

Founding and Early Recruiting Business

Mercor was founded in January 2023 by Foody, Hiremath and Midha. Its initial product manually matched skilled developers in India with US startups via WhatsApp and Google Sheets.⁠[3][1]

By mid-2023 the founders realized these manual processes could not scale and built an internal AI interviewer tool.⁠[1]

Hiremath Joins the Thiel Fellowship

Hiremath was named to the 20-member 2024 Thiel FellowshipThiel FellowshipThe Thiel Fellowship is a two-year grant program started by investor Peter Thiel and run by the Thiel Foundation that funds young people who skip or stop out of college to build new things instead. The program has been criticized by figures in education for encouraging young people to leave college.Open the full entry class for his work on Mercor, then described as using AI to streamline and automate job recruiting for applicants and companies. Hiremath said he left Harvard after completing his sophomore year and was on an indefinite leave of absence.⁠[3]

$30 Million Series A

At the time Mercor described itself as an AI-powered hiring platform based in San Francisco. Foody said the company aimed to give every applicant an interview, arguing that the existing hiring process selected candidates based on traditional résumé signals rather than human ability.⁠[2]

Shift to Supplying Domain Experts to AI Labs

As frontier labs such as OpenAI, Anthropic and Google needed domain experts for model post-training, including reinforcement learning from human feedback, Mercor’s expert network became a source of talent for them, and the company’s focus shifted from recruiting matches to supplying expert data for AI model training and evaluation.⁠[1]

$100 Million Series B

By February 2025 Mercor had reached $75 million in annual recurring revenue.⁠[1]

Sued by Scale AI

On September 3, 2025, Scale AI sued Mercor and its former employee Eugene Ling in San Francisco federal court, bringing a trade-secret misappropriation claim against Mercor and a breach-of-contract claim against Ling. Scale AI alleged that Ling downloaded more than 100 confidential documents, including customer strategies, to a personal Google Drive and pitched Mercor to one of Scale’s largest customers while still employed there.⁠[6][7]

Mercor co-founder Surya Midha denied that the company had used any Scale data, saying Mercor had “no interest” in Scale’s trade secrets; he said Ling had reported having old documents in a personal drive, which Mercor had never accessed and was investigating, and that Mercor had offered to have Ling destroy the files or reach another resolution.⁠[6]

Run-Rate Approaching $450 Million

In September 2025 Mercor’s annualized run-rate revenue was approaching $450 million, and it was in discussions with investors about a Series C round. Foody said ARR was higher than that figure and explained that the company’s revenue includes the total amount customers pay Mercor for services.⁠[8]

Mercor said it supplied data-labeling contractors to five top AI labs, including Amazon, Google, Meta and Microsoft, with OpenAI and Nvidia also among its customers, and a subset of customers including OpenAI accounted for an outsized share of revenue. At the time Foody was chief executive, Hiremath chief technology officer and Midha chief operating officer.⁠[8]

Releases the APEX Benchmark

On October 1, 2025, Mercor released the AI Productivity Index (APEX), which measures whether AI can perform knowledge work of high economic value in law, medicine, finance and management consulting. Mercor spent more than $500,000 developing 200 tasks, with a former global managing director of McKinseyMcKinsey & CompanyMcKinsey & Company is a management consulting firm headquartered in New York, United States. It was founded in Chicago in 1926 by University of Chicago professor James O. McKinsey and, after Marvin Bower established its “professional service” principles, grew into one of the largest pure consulting firms in the world; as of October 2026 it has more than 100 offices in over 50 countries and about 40,000 employees. It has also repeatedly faced regulatory investigations and public criticism over episodes such as its work with Enron, a former leader’s insider trading case, and its consulting for opioid manufacturers.Open the full entry, a former dean of Harvard Business School and a Harvard Law School professor among the contributors. In the first results GPT-5 scored highest, at 64.2%.⁠[9]

At the time Mercor’s contracted experts earned an average of $81 per hour, and senior domain experts with at least four years of experience could earn more than $200 per hour.⁠[9]

$350 Million Series C

On October 27, 2025, Mercor confirmed it had raised $350 million in a Series C at a $10 billion valuation, five times the $2 billion valuation of its Series B. Felicis led the round, Benchmark and General Catalyst participated again, and Robinhood Ventures joined as a new investor.⁠[10][5]

The company said it was paying more than $1.5 million a day to its contractors and had more than 30,000 experts on its roster earning over $85 an hour on average. At the time of the Series C, Mercor’s annual recurring revenue was $450 million.⁠[10][1]

February–March 2026: Annualized Revenue Passes $1 Billion

In February 2026 Mercor reached $1 billion in annualized revenue.⁠[11]

On March 3, 2026, Foody wrote on the company blog that Mercor had built a network of more than 4 million vetted experts and over 1.9 million referrals, and had grown from paying out nothing to more than $2 million a day within two years.⁠[12]

Hit by the LiteLLM Supply-Chain Attack

In late March 2026 Mercor was affected by a third-party supply-chain attack involving the open-source tool LiteLLM, in which an attacker published compromised versions of LiteLLM designed to steal credentials from systems that installed them. Mercor said it was one of thousands of companies affected, that its security team had promptly contained and remediated the incident, and that it was investigating with third-party forensics experts.⁠[13][14]

Faces Multiple Class Actions

In April 2026 breach-related class actions were filed against Mercor: by mid-April there were at least four, alleging breach of privacy, breach of implied contract, negligence, unjust enrichment and violations of California’s Unfair Competition Law. By late April Mercor had been served with at least seven class-action suits.⁠[15][16]

Plaintiffs alleged that the exposed data included job-interview recordings, facial biometric data and computer screenshots, and that Mercor monitored contractors’ computers, shared that data with clients and used interview recordings to train AI models. Mercor said it strongly disputed the “speculative” claims.⁠[16]

Update on the Security Incident

On June 25, 2026, Mercor published an update on the incident, saying it had engaged outside forensics specialists including Google’s Mandiant and was working with law enforcement; only a very limited subset of experts had sensitive information affected, there was no evidence the data had been misused, the impact on customer information was very limited, and no employee data was affected. The company said it would notify affected experts on June 25 and 26.⁠[13]

Remediation measures Mercor listed included auditing all third-party dependencies, regularly rotating credentials and access keys across cloud platforms, GitHub and SaaS systems, implementing 24/7 managed detection and response, and ongoing penetration testing by independent researchers.⁠[13]

June–July 2026: Annualized Revenue Tops $2 Billion and New Funding Talks

Mercor’s annualized revenue crossed $2 billion in June 2026. Foody said the figure had doubled from four months earlier.⁠[11][17]

In July 2026 Mercor was in talks to raise $500 million at a $20 billion valuation and had told investors it had received a term sheet at that valuation; the deal was expected to close later in July, though terms could change. At the time Foody and Hiremath were co-CEOs and Midha was chairman of the board.⁠[11][17]

Announces Acquisition of Deeptune

On July 9, 2026, Mercor announced it would acquire Deeptune, a company building environments for reinforcement learning, without disclosing terms. Deeptune had recreated hundreds of enterprise applications as the software layer of such environments, and Mercor was already a customer; Deeptune’s founder and CEO and its entire team were to join Mercor as it expanded its New York team. Foody said Mercor’s network of more than five million domain experts creates tasks and verifiers for frontier model training.⁠[18]

Builds a Research Team

On October 8, 2026, Mercor announced Mercor Research, whose agenda spans AI evaluation, model training, economics and labor, and described its approach of working with domain experts, post-training models and measuring them again.⁠[19]

As of October 2026: Platform Scale

As of October 2026, Mercor’s website said its platform had more than 5 million experts, including physicians, lawyers, engineers and consultants, with an average contracted rate of $101 per hour and more than $4 million in daily payouts. Foody was named to the 2026 TIME100 AI list.⁠[20][21]

Related Organizations, Websites, and Public Accounts

Sources

  1. Report: Mercor Business Breakdown & Founding Story (opens in a new window)
  2. Mercor announces $30m funding round (opens in a new window)
  3. Five Harvard Students Just Won $100,000 From Peter Thiel. Now, They Have to Drop Out. (opens in a new window)
  4. Startup Led by 21-Year-Old Thiel Fellow Lands $2 Billion Value (opens in a new window)
  5. Mercor (opens in a new window)
  6. Scale AI is suing a former employee and rival Mercor, alleging they tried to steal its biggest customers (opens in a new window)
  7. Scale AI Sues Rival Startup Mercor, Alleging Secrets Theft (opens in a new window)
  8. Sources: AI training startup Mercor eyes $10B+ valuation on $450M run rate (opens in a new window)
  9. AI Is Learning to Do the Jobs of Doctors, Lawyers, and Consultants (opens in a new window)
  10. Mercor quintuples valuation to $10B with $350M Series C (opens in a new window)
  11. AI Data Labeler Mercor In Talks To Raise $500 Million At $20 Billion Valuation (opens in a new window)
  12. Organizing human intelligence to power the AI economy (opens in a new window)
  13. Update on Mercor security incident (opens in a new window)
  14. Mercor reports data breach (opens in a new window)
  15. Mercor subjected to several breach-related lawsuits (opens in a new window)
  16. AI Startup Mercor Faces Lawsuit Over Data Breach (opens in a new window)
  17. Mercor is in talks for a $20B valuation (opens in a new window)
  18. Mercor to acquire Deeptune (opens in a new window)
  19. Why Mercor is building a research team (opens in a new window)
  20. Mercor (opens in a new window)
  21. Newsroom (opens in a new window)