Boards are approving record AI budgets while most enterprise AI initiatives still fail to deliver measurable returns. The gap is rarely the technology; it is the discipline applied before the money is committed. This article introduces the Boardroom AI Scorecard, a seven-dimension framework directors can use to interrogate any AI spend request and fund only what is ready.