Next-Best-Repair prediction

GESG Solutions partnered with the global fleet leasing firm providing a cohesive solution around claim management. The solution processes and matches claims data, event & DTC data generating future prediction of claims by part number, vehicle model-year and by zone. Analyze 3 years of connected vehicle data from over 100,000 vehicles in 6 vehicle model types – small utility to truck segments. Data processing, cleaning, outlier removal, dimensionality reduction applied before analytical modeling process. Used Event Sequence Analytics and other algorithms to discover patterns of failure events. Perform a root cause analysis to build hypothesis on failure events.