Industry Expert Articles & Q&A's

This piece highlights how AI, robotics, and digital twins are reshaping manufacturing by automating work, simulating and optimizing processes, and enabling real-time, data-driven decisions. The focus is on maximizing operational efficiency on the factory floor—through predictive insights, monitoring, and process optimization—and driving supply chain innovation via AI-enabled forecasting, inventory optimization, and more resilient planning.

Where are you seeing the fastest ROI—AI-driven process optimization, robotics/cobots on the line, or digital twins for planning and simulation—and what’s the biggest barrier to scaling it?