Statistical Process Control (SPC) is a statistical method to control and monitor the quality of a production line. In this presentation we cover the detailed development of a SPC program, from selecting the appropriate metrics for a manufacturing process to collecting data to analysing the data. Examples are used to show the power of SPC in diagnosing quality problems with SMT manufacturing lines. The early detection of problems is critical to the success of any manufacturing line.