What Makes a Knowledge Graph Different from the Systems We Already Have?

Knowledge graphs are easy to explain, but building one that stays accurate, current, and useful is a much bigger challenge. From their decades-old origins to their growing role in AI, this article explores what makes them different from existing data systems and the practical decisions required to turn connected information into reliable business answers.