AI adoption does more than introduce new tools. It reshapes how organizations are structured, how decisions flow, and how teams collaborate. Many leaders expect AI to improve efficiency within existing models, but the deeper impact appears when structure itself begins to shift. Organizations that treat AI adoption as a layer added onto traditional