The Amazon Prime Effect Is forcing dispatchers into AI

The free two-day shipping offered by Amazon, known as the "Amazon Prime Effect," has transformed customer expectations for delivery times, placing immense pressure on retailers and carriers worldwide. FarEye, an AI-powered delivery management system, has responded to this challenge by launching an agentic AI dispatcher called PILOT. This system aims to plan, execute, and monitor last-mile deliveries with minimal human intervention.

Gaurav Srivastava, co-founder and chief product and technology officer of FarEye, attributes the development of PILOT to two primary factors: relentless consumer demand for free, fast delivery and the rapid advancement of AI capabilities since the debut of Large Language Models (LLMs). The "Amazon Prime Effect" poses a significant challenge, as it primarily affects the final leg of the supply chain, the last mile, which is both the most expensive and most fragmented segment of the delivery network.

Last-mile delivery consumes 40% of total supply chain costs and relies heavily on a single dispatcher who manages the chaos of drivers, accidents, delays, and urgent customer requests. To address this, FarEye's AI dispatcher, PILOT, automates and optimizes various tasks that a dispatcher normally handles during a 10-hour shift. These tasks include scrubbing order data, planning routes, sourcing carriers and drivers, and monitoring deliveries in real-time.

PILOT operates in a Human-In-The-Loop (HITL) model, ensuring human oversight while reserving critical exceptions for human intervention.

One notable example of an enterprise successfully implementing AI in their last-mile operations is Tractor Supply, which operates over 2,400 stores nationwide. Despite running its own trucks, the retailer also uses FedEx, UPS, and regional providers. PILOT helps coordinate the use of these various transportation modes, ensuring that capacity is used optimally and cost-effectively.

As the demand for e-commerce continues to grow, last-mile delivery volume is outpacing the capacity of existing networks. This trend is particularly evident in omnichannel retailers, where online ordering is growing three to five times faster than in-store sales. FarEye's AI-powered dispatcher, PILOT, is designed to extend its orchestration capabilities to various delivery modes, including drones and autonomous vehicles, as they become viable options alongside human drivers.