The Java Exception Hierarchy is a structured framework that organizes exceptions in Java into a tree-like hierarchy, allowing developers to handle errors and exceptional conditions in a consistent and manageable way. At the top of this hierarchy is the Throwable class, which branches into Error and Exception, with Exception further divided into checked and unchecked exceptions.