The digital twin market is entering a transformative phase as organizations move beyond basic simulations toward intelligent, connected, and autonomous digital ecosystems. With the market projected to grow from US$ 10.30 billion in 2023 to US$ 140.93 billion by 2031, registering a CAGR of 38.7%, future growth will be driven by advanced technologies such as AI, IoT, cloud...