My team used to be pretty single threaded -- only one who knew how to support a given application/service/whatever. Some of which are critical to have running and are used 24/7. Which made this very thing a real problem.

Things are better now though. We've been cross training, so even if the subject matter expert has time off, there is likely someone else who can handle most things.