I think no matter what business you are in, whether it's commerical, online or industrial you need a permit, however it depends on the jurisdiction your business doing business.

Small internet webhosting businesses aren't exactly being pounded by the IRS (U.S) or the HM Revenue (U.K) for taxes because its difficult to keep track.