Three of the largest capital allocators in AI infrastructure signed workforce agreements with the building trades inside eight days. OpenAI first, then BlackRock’s AI Infrastructure Partnership on August 10, then Meta on August 12.
That’s not a coincidence and it isn’t philanthropy. It’s an insurance policy.
What Meta signed
Meta and North America’s Building Trades Unions announced a partnership on August 12 to support skilled trades workers, with stated plans to grow the investment over time. The operative piece is that America’s Workforce Academy will work with NABTU’s Registered Apprenticeship programs to build career pathways into the trades.
It sits on top of Meta’s $1 billion Future Is For Everyone Fund, launched two days earlier, aimed at teachers, first responders and energy and water infrastructure in the towns hosting Meta’s data centers.
NABTU is an alliance of 14 national and international unions representing over 3.2 million skilled craft professionals. Its unions and signatory contractors already put more than $3 billion a year of private money into training across upwards of 1,900 apprenticeship facilities. Meta is joining a system that exists, not building one.
“NABTU is proud to partner with Meta,” said NABTU President Sean McGarvey. “The Future Is For Everyone Fund is exactly the kind of investment communities across America need and will value. All that’s needed is the workforce planning, industry partnerships, and sustained investment required to connect people with the jobs and family-sustaining careers.”
Dina Powell McCormick, Meta’s president and vice chairman, framed it around capacity: “This is an important moment, and these men and women of the skilled trades are building the American infrastructure needed to ensure America’s values lead the AI race globally.”
Who’s underwriting apprenticeship now
That’s the real shift. Hyperscalers are signing directly with the building trades because they can’t get their data centers built otherwise, and the electrical, mechanical and fiber scopes are where the shortage bites hardest.
Two consequences for contractors. First, it pulls apprentices toward union signatory shops on exactly the high-voltage and cooling work that’s already the tightest labor in the country. Second, owner-funded training is becoming a procurement condition rather than a corporate social responsibility line, and firms bidding hyperscale work should expect to be asked about their pipeline.
Meta is also covering both sides of the labor market. Its Workforce Academy launched in June 2026 with Associated Builders and Contractors and CBRE; NABTU now sits alongside them in the same program, which is unusual.
The trade base these programs feed is the same one staffing pharmaceutical and semiconductor work. See the Eli Lilly Goochland bioconjugate facility, which carries 1,800 construction jobs at peak.