AI is not accountable for benefits.  I have seen countless articles start out with AI not delivering benefits.  AI is not accountable for benefits.  Management is accountable for benefits. The way to solve this return on capital issue to two-fold: First, improve the processes used by management to make investment decisions (including AI) and to achieve benefits. Second, improve management.