TECH & AI21 May 2026· 14 min
Supply Chain Intelligence: Early Disruption Detection Systems That Deliver ROI
Companies deploying AI-driven supply chain intelligence reduce disruption costs by 40-65% versus reactive peers. This guide delivers a proven methodology, quantified case studies, and a prioritized roadmap to build your early warning system from day one.
SOURCES
[1]Resilinc 2024 Annual Supply Chain Disruption Report — resilinc.com/research
[2]McKinsey Global Institute (2023): 'Risk, Resilience, and Rebalancing in Global Value Chains' — mckinsey.com/capabilities/operations
[3]Gartner 2024 Supply Chain Risk Management Survey — gartner.com/en/supply-chain
[4]MIT Center for Transportation & Logistics (2023): 'Supply Chain Intelligence Systems: Signal Quality Benchmarking Study' — ctl.mit.edu
[5]Deloitte (2023): 'The Future of Supply Chain Risk: From Reactive to Predictive' — deloitte.com/insights/supply-chain