Disclosed herein are systems and methods for mechanical failure monitoring, detection, and classification in electronic assemblies. In some embodiments, a mechanical monitoring apparatus may include: a fixture to receive an electronic assembly; an acoustic sensor; and a computing device communicatively coupled to the acoustic sensor, wherein the acoustic sensor is to detect an acoustic emission waveform generated by a mechanical failure of the electronic assembly during testing.