Industrial machinery manufacturers are accelerating digital transformation by adopting digital twin technology to model, simulate, and optimize products and operations across the lifecycle. By integrating tools like IoT, AI, multi-physics simulation, and real-time data, companies can better manage increasing product complexity, improve design accuracy, and speed innovation. Leaders leverage four key capabilities—modeling complexity, exploring design possibilities, accelerating development, and maintaining integration across teams—to gain competitive advantage. Digital twins also enhance collaboration, enable predictive maintenance, reduce costs, and support continuous engineering, ultimately driving higher growth, efficiency, and customer value in an increasingly competitive market.

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