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