Technologies like blockchain will enable greater trust among supply chain players, and drive better planning and execution.

AI-infused digital-twins are reshaping the production and warehouse landscape, merging human insight with AI-driven precision at the job role level.

Companies need to embrace a more dynamic environment and new technologies to manage a continuously changing retail landscape. 

Logistics is an area primed for significant improvement through the combination of data and AI.

ERP-based TMS modules cannot provide the depth and scope of insights required to manage modern logistics. 

Companies should invest in upskilling talent and developing a robust data governance and management strategy for their AI capabilities.