I am trying to recall, but I am pretty sure when I worked in Microsoft Office that a build would pull down many tens of gigabytes of data.
125GB in one day from the build system wouldn't be uncommon!
Edit: This won't help against a thumbdrive, but that type of thing should be also tracked.