Even in today’s increasing connected environment, industrial organizations do little more than make use of a minimal set of vendor-supplied analytics related to machine-specific solutions – automated instrument calibration, instant vibration analysis of pumps and compressors, or other equipment related algorithms. The analytical capabilities of affordable processing and storage capacity in new software solutions are just beginning to be tapped.