A semiconductor manufacturer providing value added services to wafer fabrication equipment supply & service

• Client’s application gathers critical data points in the process chain in continuous, time series fashion
• Data needed to be processed to derive business insights for real time monitoring and reporting defects in the process
• Implement a Data analytics solution to realize the following objectives and visualize them for business use
• Measure efficiency of the wafer productions
• Monitor production line of wafers
• Identify outliers process modules
• Prediction of defects in process modules
• Predictive maintenance