AI Use Case

Optimise distribution network cost effectiveness

Optimise distribution network cost effectiveness (balancing capital and operating expenditure). Factors include route mapping, load balancing, capacity and demand analysis. Complicating issues may include weather and other exogenous factors.

Function

Strategy

Planning

Benefits

Operational - Network optimisation,Cost - Optimise resource allocation

Case Studies

UPS~UPS saves over 10 million gallons of fuel and up to $400m in costs annually with advanced telematics and analysis

Industry

Data Sets

Structured / Semi-structured,Time series

AI Technologies

ML Task - Action Selection - Reinforcement Learning ,Traditional AI,Machine Learning (ML)

Potential Vendors