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Digital Technologies have advanced rapidly and digital transformation is all about using technology to achieve goals. AI/ML, IoT, 5G, Blockchain, Digital Twin, Additive Manufacturing, Robotics, and Connected Systems are at the core of accelerating this shift. This article evaluates the application of AI across the manufacturing value chain, how companies should implement AI technologies during their digital transformation journey, and the impact of AI on business stakeholders.