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
Potential Vendors
Dataiku,IBM,Sea Machines
Industry
Transportation
Freight And Logistics
Data Sets
Structured / Semi-structured,Time series
AI Technologies
ML Task - Action Selection - Reinforcement Learning ,Machine Learning (ML)