Every location that runs on a fixed headcount eventually runs into the same quiet problem. A handful of staff apply for leave around the same festival, or a long weekend, or the end of the year, and suddenly a location that looked fully staffed on paper is short several people on the same day. At the same time, staff are trying to swap shifts with each other over Slack and text messages, in whatever wording they feel like using. Some of those swaps are perfectly safe. Others

A deep-dive into autonomous demand planning, lost sales unbiasing, explainable machine learning forecasting, and closed-loop purchase order execution. The Cold Reality of Retail Supply Chains The Midnight Panic of the Modern Inventory Lead Listen to me closely: if you have ever spent a Sunday night staring blankly at a 40,000-row Excel sheet, with two different monitors showing contradicting numbers from SAP and your Shopify admin, trying to calculate whether your Delhi war