In the dynamic landscape of global commerce, efficiently managing freight logistics is paramount to competitive advantage. Air and ocean transportation represent crucial facets of this complex system. To enhance global freight logistics, businesses must carefully leverage the unique strengths of both air and ocean routes. Air transportation provide