Why do Aeotech Multisensor 6 devices go from 100% batteries to dead in weird ways? EEs?

I have an aeon multisensor 5 that does the same thing… and I have yet to find out why.

My untested theory so far is that the configruation of the switch changed for some reason (e.g. shorter reporting interval).
Tool to use for this: