I was thinking about this the other day -- something like a Google Voice would work well for a support phone type of operation. I haven't done support in a long while, but last time I did, we would physically hand off a phone, which made for interesting times.
With either the newly oncall or the previously oncall being able to update the number, that handoff now becomes virtual.