Abstract: Port congestion and prolonged ship waiting times pose challenges for global trade and increase operational costs and inefficiencies. In this study, a novel machine learning-based predictive ...

The next 12–24 months will reward operators who act on trends early, not those who wait for certainty. We published our annual list of Megatrends this week, and the goal wasn’t (just) to spark debate.