Scale AI Under Department of Labor Investigation for Potential Labor Law Violations

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The U.S. Department of Labor is investigating Scale AI, a prominent AI data labeling startup, for potential violations of the Fair Labor Standards Act. The probe focuses on the company's labor practices, including contractor classification and pay rates.

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Scale AI Faces Labor Department Scrutiny

Scale AI, a San Francisco-based data labeling startup valued at $13.8 billion, is under investigation by the U.S. Department of Labor (DOL) for potential violations of the Fair Labor Standards Act. The probe, which began in August 2024, focuses on the company's labor practices, including contractor classification and pay rates 1.

Investigation Details and Company Response

The DOL is examining Scale AI's compliance with fair pay standards and working conditions. While the investigation's existence doesn't imply wrongdoing, it highlights growing scrutiny of labor practices in the AI industry. Scale AI spokesperson Joe Osborne stated that the company has been working closely with the DOL to explain its business model and that conversations have been productive 2.

Scale AI's Business Model and Workforce

Scale AI relies on a large workforce of contractors to perform essential AI tasks, such as labeling images for tech companies and organizations. The company claims to have contributors in over 9,000 U.S. cities and towns, providing "flexible work opportunities in AI" 1. Scale AI insists that it complies with labor laws and strives to ensure competitive pay rates 2.

Legal Challenges and Previous Concerns

The investigation comes amid recent legal challenges faced by Scale AI. Two lawsuits filed by former workers in December 2024 and January 2025 allege underpayment and misclassification of employees as contractors 1. Additionally, a 2023 Washington Post investigation raised concerns about the company's international labor practices 1.

Broader Implications for the AI Industry

The investigation into Scale AI also extends to its HR partners, HireArt and Upwork, highlighting potential wider implications for the gig economy in the AI sector 3. As a key player in providing data for training AI models, including those used by OpenAI and other major tech companies, the outcome of this investigation could have significant ramifications for the industry 4.

Political Connections and Future Outlook

Scale AI has notable connections to the current U.S. administration. CEO Alexandr Wang attended President Donald Trump's inauguration, and former managing director Michael Kratsios has been nominated as the new director of the White House's Office of Science and Technology Policy 1. Despite the ongoing investigation, Scale AI recently secured a multimillion-dollar deal with the U.S. Department of Defense for AI training in military planning and operations 2.

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