Trade and Freight Transportation in the Age of AI/IoT and the Inspector General
By Alfonso Llanes
January 31 st 2026 Disclaimer: (All References herein were obtained using Microsoft co-pilot AI) World trade is undergoing a profound transformation as artificial intelligence (AI) reshapes supply chains and freight markets. Traditionally, freight rates were determined by fuel costs, demand cycles, opportunity and geopolitical pressures. Today, AI-driven analytics and predictive modeling allow companies to anticipate disruptions, optimize shipping routes, and negotiate rates with greater precision. AI enhances transparency by automating trade compliance and tariff forecasting, reducing delays caused by complex documentation. Freight forwarders increasingly rely on real-time data and machine learning to calculate instant shipping rates, balancing efficiency with cost. This reduces volatility in freight pricing, especially during periods of politically influenced tariffs, uncertainty or global crises.