SEO or SEM?

Started working with a new client and they said their contact, who owns a marketing agency, swears by Search Engine Marketing (SEM). Although it’s an immediate way to get into someone’s face about your product or service I generally support Search Engine Optimization (SEO). I like being able to just get connected with the community to build recognition and trust. What are your experiences with SEO and SEM, and which do you prefer?