A method of monitoring equipment data of a piece of equipment includes extracting data specifications from a first image, the first image including data specification information for the piece of equipment, and storing the data specifications. The method further includes extracting measurement data from at least one second image, the at least one second image including measurement information for the piece of equipment. The method further includes associating the measurement data with the piece of equipment and storing the measurement data. The method further includes generating a measurement data trend profile for the piece of equipment and comparing operational measurement data against the measurement data trend profile. The method further includes notifying one or more users when the operational measurement data associated with the piece of equipment deviates from the measurement data trend profile.