MIT found 95 percent of enterprise AI pilots deliver no measurable return, and the models are not the reason. Adoption breaks at people, process, and readiness. Katherine Dietrich joins Shera Haliczer and Daisy Watkins on shadow AI, human capacity, and the Embedded vs. Embodied™ gap that turns AI spend into expensive theater. Readiness is a capacity to read before implementation, not after.