One Signal Isn’t Enough: Why End-to-End AI Is the Future of Supply Chain Risk Management

Many companies use AI in supply chains for specific tasks like demand forecasting or quality checks, but disruptions persist because these AI systems operate in isolation. The future lies in integrating AI across all supply chain functions to detect risks emerging from interconnected events before they escalate.