First, lets boil cannellini beans until done. To cook it faster, put beans in cold water in advance. There is one more way to boil beans fast. To do this, pour cold water over beans and bring it to a boil. Pour the boiled water out, pour cold water over beans again, add tablespoon of seed oil and boil cannellini beans until soft for 40-50 minutes.