As global supply chains become more complex, with thousands of disparate systems, applications, and data sources, supply chain orchestration becomes increasingly important. Globalization, multi-tier supplier networks, outsourcing, and omnichannel retail have made supply chains sprawling and interconnected. A product may involve raw materials from five continents, assembly in three countries, and final delivery through multiple […]

Supply chains face constant disruptions, from weather events and geopolitical disruptions to labor shortages and capacity issues. These disruptions can be managed by using decision intelligence through AI, machine learning, and simulations to predict outcomes, weigh scenarios, and recommend the best course of action to overcome these disruptions. But what data are these decisions based […]

For demand sensing and forecasting in the supply chain, the ability to quickly ingest and analyze data, and subsequently make strong business decisions is crucial. While this is true across all aspects of supply chain management, it is especially important when tracking actual demand versus projected demand. This crucial need can be slowed down or […]

Order fulfillment is the complete process from when an order is placed until the shipment is delivered. Accurately fulfilling thousands of orders for millions of items is extremely challenging. Many large organizations have multiple systems for order, warehouse, or transportation management that are barely integrated – frequently not at all. However, large organizations are often […]