Meta’s $14.8 billion investment in data-labeling startup Scale AI, along with hiring its CEO, poses a test of the Trump administration’s stance on so-called “acquihire” deals—arrangements that some critics argue are used to bypass antitrust scrutiny.
The deal, announced Thursday, gives Meta a 49% nonvoting stake in Scale AI, which employs gig workers to manually label data and serves major clients including Meta’s rivals Microsoft and OpenAI. Because Meta does not gain a controlling stake, the transaction avoids mandatory U.S. antitrust review. Still, regulators could investigate if they suspect the deal was structured to sidestep rules or harm competition.
The structure aims to prevent Meta from cutting off competitors’ access to Scale’s services or gaining undue insight into rival operations. Despite this, Reuters reported that Alphabet’s Google has decided to sever ties with Scale following Meta’s investment, while other customers are reconsidering their relationships.
Scale AI stated its business remains strong and that it is committed to protecting customer data. Scale’s 28-year-old CEO Alexandr Wang will join Meta as part of the deal but will remain on Scale’s board with restricted access to sensitive information.
Experts say that while the Trump administration’s antitrust enforcers are cautious of big tech platforms, they generally want to avoid overregulating AI development. William Kovacic, competition law expert at George Washington University, noted regulators will watch these partnerships closely but might not intervene if they do not stifle competition.
Previous FTC inquiries into “acquihire” deals under the Biden administration—including Amazon’s hiring from AI startup Adept and Microsoft’s $650 million deal with Inflection AI—have so far resulted in no enforcement action.
Boston College Law professor David Olson highlighted Meta’s choice of a minority, nonvoting stake as a legal shield, though he acknowledged the FTC could still seek to review the deal.
The investment has drawn criticism from U.S. Senator Elizabeth Warren, who called for scrutiny to ensure Meta does not unlawfully suppress competition or increase monopoly power. Meta is already facing an FTC monopoly lawsuit, but whether regulators will challenge this specific investment remains unclear.
Separately, the U.S. Department of Justice’s antitrust division is probing whether Google’s partnership with chatbot maker Character.AI was structured to evade regulatory review and is seeking advance notice of Google’s AI investments as part of broader efforts to rein in the company’s dominance.
