As artificial intelligence (AI) becomes more integrated into supply chains, companies are focusing on how it can support human workers. Most effective AI implementations today are designed to improve decision-making, reduce routine tasks, and increase operational efficiency through human-in-the-loop systems and decision support tools.
This article outlines how organizations like Amazon, Walmart, and Toyota are using AI to assist their workforce, and it identifies key steps for ensuring successful adoption.
Human-in-the-Loop Systems: AI as a Support Layer
In supply chain operations, AI is rarely deployed to act independently. Instead, it provides recommendations that people review and act on. This is known as a human-in-the-loop (HITL) model.
For example, Amazon uses AI to optimize delivery logistics. During the 2024 holiday season, it reduced unnecessary package movement and shortened delivery distances by leveraging AI to strategically position inventory closer to customer locations. Warehouse and transportation staff still manage fulfillment decisions, but AI provides improved visibility and supports faster planning. (....)