Summary
Implemented an AI-enabled control tower to provide end-to-end visibility across complex, multi-tier supplier networks. Automated risk detection, scenario simulation, and impact analysis to replace manual, reactive processes. Delivered proactive mitigation recommendations that reduced disruption exposure and improved operational stability. Enabled scalable, data-driven supply chain management across multiple business units.