AI adoption is booming but productivity gains remain elusive because most corporate work involves coordination and meetings rather than production tasks. While AI costs are minimal (~$12.50 per employee monthly), returns depend on how firms reorganize workflows around the technology—top performers see 1.9x revenue gains, but typical companies see minimal movement, suggesting organizational redesign, not just tool deployment, drives ROI.