They are time travelers. They've got an assignment in current time that they have to rush to start because it's "time sensitive". Because apparently it's not like time travelers couldn't just take their time, go when they're ready, and make it on time.
Sometimes, you just gotta laugh. Some time travel stories pull this stuff off a bit better than others.