Data interoperability allows disparate data sources to exchange and use data seamlessly, overcoming inconsistencies in data formats, semantics, and structures. It facilitates data integration and analysis by resolving data conflicts, establishing common data models, and enabling data sharing across applications and organizations, enhancing overall data usability and value.