Is it OK to set up Multi-DB after a site has a couple hundred users?

I am setting up a new service based on WPMU. If I don't have to I don't want to wrangle with Multi-DB right at the beginning. Is it possible to wait until I've got a couple hundred users, make sure the business model is viable, and then split out the databases? I just want to make sure it is possible down the line.