The Completeness Axiom, also known as the Least Upper Bound Property, states that every non-empty set of real numbers that is bounded above has a least upper bound (or supremum) in the real numbers. This axiom is fundamental in real analysis as it ensures the real numbers are a complete ordered field, allowing for the rigorous development of calculus and analysis.