SPC is about using control charts to manage software development efforts, in order to effect software process improvement. The practitioner of SPC tracks the variability of the process to be controlled. When that variability exceeds the range to be expected from natural causes, one then identifies and corrects assignable causes.
See also DACS Gold Practice Statistical Process Control.