Pretty sure with that amount of cream, coffee etc. then desert wine and a dash of brandy would be fine. I would reach for the cream sherry, myself (substituting one sweet, fortified wine for another...)
But if you track down some Marsala, then you can make zabaglione with it another time, which is officially the best pudding going.