A knowledge graph is a structured representation of information as a network of entities and the relationships between them: people, products, places, and companies connected by labeled links. Where a database stores rows, a knowledge graph stores facts like «Company X supplies Product Y to Client Z». A Moroccan bank can use one to map connections between accounts and companies to spot fraud rings, and combining knowledge graphs with LLMs helps ground answers in verified facts rather than guesses.