Never seen one in person, but the Amiga Analyzer is supposed to be able to check most components of a machine via interfacing with the ports. It's supposed to be able to tell you what's wrong with a machine, especially if that machine won't even boot up.
It was probably built as a quick diagnostic tool for dealers/repair shops to use before breaking out the multimeter.