
J Studios/Getty Images
Summary.
Leaders face a cruel paradox in AI adoption. They’ve done what they’re supposed to do—deployed the right tools, invested in training, embedded AI into everyday workflows—yet real adoption remains uneven and hard to scale. The playbook that worked for past technology waves—top‑down messaging, broad access, formal training—is no longer enough.