In today's dynamic global marketplace, optimizing supply chains is paramount for businesses to achieve competitive advantage. Choosing the most suitable mode of transportation plays a crucial role in this process. Air and ocean freight represent two primary choices, each with its own strengths and limitations. Air freight is renowned for its speed