In today's volatile 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 alternatives, each with its own advantages and drawbacks. Air freight is renowned for its