The ML Revolution in Supply Chain
Machine learning is revolutionizing supply chain management by enabling predictive analytics, demand forecasting, and automated optimization across the entire logistics network.
Demand Forecasting with ML
Traditional forecasting methods often fail to capture complex patterns in consumer behavior. Machine learning models can analyze historical data, seasonal trends, and external factors to provide more accurate demand predictions.
Inventory Optimization
ML algorithms help optimize inventory levels by predicting demand fluctuations and identifying optimal reorder points, reducing carrying costs while maintaining service levels.
