A process control system for a friction stir welding machine employs a master set of parameters and subroutines to control multiple machine processes, including welding, drilling, milling and probing. Sub-sets of the master set comprising command parameters, limits parameters and measurement parameters are used to control the operation of a weld tip, a clamping system and a motion head that cooperate under computer control to carry out the multiple processes.