Five Requirements for Operational AI in Supply Chain Management

Supply chain AI will not succeed because it can generate answers. It will succeed when it can operate with clean data, business context, governance, action pathways, and closed-loop learning.Many organizations are now experimenting with AI in the supply chain. The early use cases are familiar: better forecasts, automated exception summaries, inventory recommendations, supplier-risk alerts, shipment visibility, and natural-language access to enterprise data.These are useful capabilities. But the