For executive leadership and board directors, evaluating the massive wave of Artificial Intelligence (AI) investment is no longer a matter of early adoption or technological fascination. The central strategic challenge is managing the paradox between the risk of falling behind and the strict mandate to demonstrate tangible financial returns against accelerating Capital Expenditure (CapEx).