AI Use Case
Optimise mobile job scheduling
Optimise job scheduling based on factors such as weather, estimated travel times, technical capabilities and parts availability. There is a strong link with mobile staff routing use cases.
Operational - Network optimisation,Cost - Optimise resource allocation
Suramericana~Suramericana optimises urgent operations scheduling with predictive analytics and machine learning,Bosch Thermotechnology~Bosch Thermotechnology improves field service management appointment accuracy and efficiency with machine learning, TigoUne~TigoUne reduces management system failure by 80% through a machine learning workforce management solution ,SGN~SGN leverages ClickSoftware's AI powered solution for mobile workforce optimisation
Structured / Semi-structured,Time series
Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning ,Traditional AI