Ghost Ships & Empty Shelves: AI Predicts Supply Chain Risks Early
Introduction: When the Supply Chain Breaks Before You Notice Most people only notice supply chains when something feels off. An order that was supposed to arrive yesterday is still “in transit.” A product disappears from shelves without any clear reason. Prices creep up, and no one really explains why. It looks random from the outside. It isn’t. What’s actually happening is a chain reaction. A delay somewhere upstream, maybe at a port, maybe with a supplier, quietly starts affecting everything else. Not immediately. But give it a few days, sometimes a week, and the impact shows up where it hurts most: availability. The tricky part is that these early signals are easy to ignore. They don’t look serious at first. A late shipment here, a slight demand spike there. Nothing alarming on its own. But combined, they build pressure inside the system. For a long time, companies have dealt with this by reacting late. Something breaks, teams jump in, and they try to fix it fast. It’s messy, ex...