The American Workforce Academy provides a 4 week training curriculum and industry-recognized construction credentials for laborers building AI facilities. Meta's initiative includes pilot programs in Ohio, Indiana, and Louisiana, and the company reports that thousands of people have already applied for the slots. The program targets a graduation rate of 300 workers every month.

The $115 million investment focuses on securing the labor pipeline for data center expansion, with the first class launching near Houston. Graduates receive a guarantee of employment upon completion of the free program to support the buildout of the company's AI infrastructure.