Given the way pronunciations vary, there are bound to be places where the natural way to pronounce "aye" would be "eh".

But as for the point Bill raises, I think it's at least as likely that it's a variation from saying that something is "A alright"(long A), meaning it is very alright - A being first letter, number one, top of the list, top marks at school etc.