Various embodiments herein each include at least one of systems, software, and methods for detecting such problems and to take corrective action. One embodiment, in the form of a method, includes instructing a printer to print a document including a testing output and receiving an image of the document including the testing output from an imaging device. This method further includes analyzing the testing output included in the received image in view of an expected testing output to identify a printing issue and then storing a result of the analysis. The method may also include performing at least one remedial action to correct an identified printing issue.