Removing Guesswork Out of Transport Planning

Removing Guesswork Out of Transport Planning

We developed a forecasting tool with over 70% accuracy to optimize major international shipments.


A global consumer packaged goods company was spending $400 million annually on transport; however, they were struggling to manage their shipping routes, carriers, and volumes due to poor, ad-hoc analyses in Excel. The transportation team wanted to see if a forecast could fill the gaps in their tender acceptance rates.


We rapidly developed a forecasting solution in four weeks that can estimate weekly shipment volumes for months in advance for the top 150 routes and carriers. The tool also identifies patterns in the route volume, carrier volume, and even the product being shipped by looking at five years of historical data. 


Thanks to our accurate forecasting tool, the company can better manage their shipments and optimize their transportation budget. Our solution had a 70% accuracy rate for top route-carrier forecasts and a 56% accuracy in overall forecasting. They are now able to better communicate with their carriers to be proactive on shipment management, rather than reactive.

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