Introduction: Shipping prices from China to Italy vary with cargo dimension, seasonal desire, and customs duties, in which peak seasons could potentially cause surges in cargo House demand. In now’s world-wide trade ecosystem, pros involved in logistics and provide chains frequently encounter unexpected delays and escalating expenses. Observing