Artificial intelligence is reshaping how Air Force Civil Engineers operate, shifting focus from potential to practical application. During the 2025 Requirements Development Workshop, held May 6–8, leaders spotlighted AI’s role in accelerating infrastructure delivery, streamlining project planning, and improving cost estimation.