Continued geopolitical and macroeconomic factors are accelerating the transition of the semiconductor ecosystem towards a more regional model. As a result, companies are increasingly facing higher cost structures, supply and talent shortages, and complex planning requirements. In our presentation, we will discuss how advanced technologies such as digital twins and AI-enabled tools can help manage complex fab construction projects, build intelligent and sustainable supply chains, and accelerate the talent pipeline development.