Companies of a certain size — that is, somewhere after “hmmm, we really should get some managers…” and before “crap, our managers don’t have time to manage people because they’ve got too much work to do!” — start to encounter growing pains that come from having increasingly limited visibility into all the pieces of the big, technical machine.