Against the backdrop of the structural transformation in which traditional businesses are declining and new AI businesses are setting sail in the AI era, this report focuses on the "hedging" logic of enterprise AI transformation and the assessment of transformation resilience. It analyzes the definition and indicator classification of the Hedge Resilience Index (HRI) system, the value and significance of HRI, U-shaped curve positioning, five major transformation paradigms, capital constraints at the crossing point, and action recommendations, providing CEOs, CFOs, CTOs, CSOs, and other corporate strategic decision-makers and investors with a quantifiable coordinate system for AI transformation resilience and a guide to action.