I'd agree that at least a year's worth of expenses in savings is needed. You also have to make a realistic estimate of how long it will take you to either start making a profit or obtain other funding for your business. If you're doing something where people typically are only breaking even after a year, you need to take that into consideration and have a bigger nest egg.