Author:  Dr. Karim Al Mansour Affiliation:  Independent Researcher Abstract Global markets have entered an extended period of uncertainty shaped by geopolitical tensions, inflationary pressures, rapid monetary tightening, climate-related shocks, and technological disruptions. Corporate valuation—already a complex methodological exercise—has become far more difficult as firms operate in a world where risk, volatility, and structural inequalities shape the distribution of finan