OPTIMIZED TRUCK LOADING THROUGH ML DRIVEN VOLUME ESTIMATION

 

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THE CLIENT

 

A leading American multinational logistics firm.

 

BUSINESS CHALLENGES

To handle sub-optimal space utilization of shipping containers, there was a need to continuously supervise images of loading/unloading the containers to improve productivity and optimize trailer loading.

 

SOLUTION

 

Mphasis' Trailer Capacity Prediction model helped client in classifying trained images of open trailers into categories - empty, half or full packed. The prediction helped to monitor unutilized spaces in containers, plan container filling, and optimize warehousing operations.

 

BENEFITS

  • Improvement in capacity utilization by 20%
  • Cost reduction of 20%