The Polynomial Hierarchy (PH) is a framework in computational complexity theory that generalizes the class NP and co-NP, consisting of a hierarchy of complexity classes that extend beyond NP problems. It provides a structured way to understand the relationships between different complexity classes and helps in analyzing problems that are not easily classified as either NP or co-NP.