AI capital allocation has migrated from the CIO’s technology budget to the CEO and CFO’s strategic capital agenda—and organizations that still treat AI spend as an IT cost category are systematically ceding competitive ground. This guide offers a proven framework for governing AI investments as a strategic portfolio, with board-level accountability and dynamic reallocation mechanisms that drive asymmetric returns.