
Artificial Intelligence (AI) is significantly reshaping the landscape of industrial manufacturing, offering enhanced predictive maintenance, quality assurance, and energy management. The journey for manufacturers began with the digital transformation of Industry 4.0, which involved heavy investment in digital technologies such as IoT sensors, data stream integration, and actionable insights. This foundational work has provided a head start in scaling AI