We begin the book with a broad view of industry trends across sectors, showing how the growing complexity and fragmentation of organizational information and data combined with the increasing demands of artificial intelligence and analytics has made meaning, context, and shared understanding essential. In this chapter, we explore the historical roots of semantics in computer science, artificial intelligence, and enterprise information systems, and we define the semantic layer, introducing its core components and presenting real-world business applications.