AI in Supply Chain: Measured Outcomes from Early Adopters Inventory Accuracy Gains at Scale Amazon reported that its demand-forecasting models lifted in-stock rates to 94 percent across core categories in 2023, up from an 82 percent baseline two years earlier. The improvement came from models retrained weekly on 18 months of granular sales and weather data rather than quarterly refreshes....