Digital twin technology is transforming the operations and innovation processes across industries by providing replicas of physical systems or products, for real time insights and simulations to boost effectiveness and productivity levels, in manufacturing plants healthcare facilities and smart city infrastructures Its gaining traction as a tool to enhance decision making processes and foster creativity