Success Stories

11% Increase in Truck Capacity Utilization by leveraging Advanced Analytics for a leading US-based 3PL provider

About the client

A leading US-based 3PL provider


The customer was operating a fleet of trucks from one particular depot dropping off loads to multiple customer locations across various geographical locations over a 7-day window period. This multi-period, multi-stop transportation route had to fulfill several constraints such as DOT regulations, maximum stops, customer due dates, partial orders, loading/unloading time, weekly offs, etc. Challenges included:

  • Reducing transportation costs by identifying the shortest paths for their trucks
  • Maximizing truck capacity utilization
  • Ensuring Customer SLA adherence


Innover addressed the customer pain points in just 4 weeks by leveraging its LEAP™ platform:

  • Implemented ready-to-use Transport Network Route Optimization algorithms as well as advanced Machine Learning-based techniques such as dynamic programming, and heuristics (large neighborhood search, simulated annealing), and constrained programming (CP)
  • The advanced techniques helped in generating insights that resulted in improved order qualification, transport route optimization, smart inventory allocation, and delivery date adjustment

Impact Delivered:


Increase in truck capacity utilization


Reduction in the number of trucks deployed


Decrease in total miles driven


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