Why AI automation fails at organizational scale

Brilliant pilot, painful rollout, quiet wind-down. The pattern repeats because automation at organizational scale is a coordination problem, and almost no one is shipping it as one — orphaned, conflicting, and uninspectable automation are three faces of one missing layer.