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LogiFlow AI Forecasting
A machine learning system that predicts shipment delays before they happen.
The Challenge
LogiFlow's dispatch team relied on manual estimates for shipment delays, leading to poor customer communication and costly rerouting decisions.
Our Solution
We built a data pipeline consolidating weather, traffic, and carrier data, then trained a forecasting model that flags at-risk shipments 24 hours in advance.
Results
91%
Delay prediction accuracy
-35%
Customer complaints
-22%
Rerouting costs
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