Generative AI reaches 80% of occupations and most workers have tried it, yet adoption stays shallow with fewer than half using it in most roles. Surveys from McKinsey, The Conference Board and NBER reveal strong individual productivity gains but stagnant enterprise financial impact and weak governance. Organizations must redesign workflows to capture real value.