I’m sure that’s a regional way to pronounce it. I’ve lived in the south (North Carolina) my whole life and I’ve always heard and pronounced it as the same sound as caught, or aught.
In fact, according to The American Heritage® Dictionary of the English Language, both aught and ought have the same pronunciation.
One day? I think you meant day one.