The invention generally relates to systems and methods for analyzing operational status of an electronic instrument. In certain embodiments, the invention provides systems that include a sampling module that operable couples to an electronic instrument in a manner that the sampling module receives a vapor emitted from the electronic instrument, the sampling module comprising an ionization source and one or more mass analyzers to thereby produce a chemical signature of one or more analytes in the vapor; and an analysis module operable coupled to the sampling module to receive the chemical signature of the one or more analytes in the vapor and compare the received chemical signature to a database of known chemical signatures to thereby determine operational status of the electronic instrument.