Systems can exchange data successfully and still fail to understand one another. Metadata provides the context needed to interpret information consistently, making semantic interoperability an architectural concern rather than simply an interface problem.

APIs enable systems to exchange information, but technical connectivity alone does not establish shared meaning. Ontologies provide a semantic foundation for consistent interpretation, interoperability, and reuse across a composable enterprise.