In the dynamic landscape of global commerce, seamlessly managing freight logistics is paramount to competitive advantage. Air and ocean transportation offer crucial facets of this complex infrastructure. To enhance global freight logistics, businesses must intelligently leverage the unique advantages of both air and ocean routes. Air transportation