Over the course of 2024, five research studies depicted an industry still very much in transition to the digital model of manufacturing.

AI overcomes traditional supply chain limits with real-time insights, automation, and predictive tools.

Fostering collaborative partnerships, incentivizing customer engagement, and assessing global risk all play important roles in improving circularity.