AI Use Case

Predict failure and recommend proactive maintenance on vehicle components

Predict failure and recommend proactive maintenance on vehicle components. This will be increasingly important for services such as automated transport-on-demand business models.

Function

Benefits

Cost - Lifecycle maintenance support cost reduction,Cost - Asset uptime optimisation,Operational - Increased machine uptime,Cost - Reduced inventory costs

Case Studies

"Carfit~CARFIT is offering real time issue detection on tires, wheels, shocks and brakes with machine learning"

Industry

Consumer Goods And Services

Automobiles And Parts

Data Sets

Structured / Semi-structured,Time series

AI Technologies

ML Task - Prediction - Binary Classification,ML Task - Action Selection - Reinforcement Learning ,ML Task - Grouping - Anomaly Detection,ML Task - Prediction - Regression

Potential Vendors

Nvidia