I think Jay is a gorgeous name for a boy. My brother's middle name is Jay and I use to work with a Jay and both are lovely.
I also went to school with a girl named Jay, but she was constantly told it was a boys name (which drove her nutts) and she is a tom boy, always has been and still to this day is one!
Great choice!