Systems, methods, and apparatus for an integrated standardized metrology system (ISMetS) are disclosed. A disclosed metrology system comprises at least one processor to receive an XML metrology file that comprises at least one metrology action for a metrology instrument to measure at least one object, to translate the XML metrology file into a human machine interface (HMI) metrology file, to generate a graphical user interface (GUI) based on the HMI metrology file, to generate a HMI metrology command file according to a command from a user via the GUI, to translate the HMI metrology command file into a metrology instrument software command file, and to translate the metrology instrument software command file into a metrology instrument command file. The system further comprises the metrology instrument to measure at least one object, according to the metrology instrument command file, to obtain measurements for at least one object.