Predictive Supply Chain Intelligence Platform
Created an AI platform that predicts supply chain disruptions 30 days in advance by analyzing global news, shipping data, and geopolitical signals — enabling proactive risk mitigation.
Key Results
$4.2M reduction in annual emergency freight costs
89% accuracy in predicting disruptions 30 days out
67% reduction in SLA breaches due to supply chain issues
ROI achieved within 4 months of deployment
The Challenge
LogiCore's global supply chain operations were constantly reactive — disruptions from port closures, geopolitical events, and supplier failures were only discovered after inventory shortfalls had already occurred, resulting in millions in emergency freight costs and broken SLAs.
Our Solution
We built a multi-modal AI intelligence platform that continuously ingests and analyzes global shipping data, news feeds, social media signals, and macroeconomic indicators using a combination of LLMs for semantic understanding and time-series models for predictive forecasting. An intelligent alerting system gives logistics teams 30+ day advance warning of potential disruptions with recommended mitigation actions.
Technologies Used
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