AI Use Case

Optimise routing in real time

Optimise vehicle routing in real time (e.g., airlines, logistics, last mile routing for complex event processing)

Function

Benefits

Cost - Reduced waiting times,Operational - Network optimisation,Operational - Customer wait times

Case Studies

Portcast~Portcast is a data analytics vendor promising to optimise logistics for the maritime industry using machine learning,Chronopost International~Chronopost International ensures on-time deliveries during peak activity with machine learning predictive analytics,Port of Rotterdam~The Port of Rotterdam is collaborating with IBM to become a smart shipping port using data to boost efficiency and drive down costs,Maersk Line~Maersk aims to acieve safer and more efficient maritime operations with AI-powered situational awareness system on containerships,UPS~UPS aims to avoid trouble spots in its global network by rerouting packages away from snow with machine learning

Industry

Transportation

Freight And Logistics

Data Sets

Structured / Semi-structured,Time series

AI Technologies

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

Potential Vendors

Dataiku,IBM,Sea Machines