Cumulative hierarchy is a foundational framework in set theory that organizes sets into a well-ordered structure based on their rank, which indicates the level of complexity or the 'stage' of their construction. This hierarchy ensures that each set is formed only from sets of lower rank, preventing paradoxes and supporting the axioms of Zermelo-Fraenkel set theory with the Axiom of Choice (ZFC).