Not necessarily. I'm working with B&R's range of industrial controllers at the moment, which are Atom processors with a few hundred Mb of RAM and CF cards up to 32Gb, but still running a traditional RTOS with hard timing guarantees. They have built-in web servers and (basic) web browsers...!