Sure, but it depends on what's already in your water. Chloramines (a chlorine used by many municipalities) doesn't boil off, nor do things like iron or sulfate, etc. So if your water is great for brewing, you don't need RO or distilled water at all, but some people have water not particularly great for brewing.