If you don't get on with someone well enough to run a business with them, you don't get on with them well enough to have a serious relationship, either.
Ever hear of the mom-and-pop store? Couples, even married couples, have been running businesses together for centuries. My parents owned and ran businesses together. In fact, "can I run a small business with this person" isn't a bad question to ask yourself about a potential life partner :)