In today's digitally transformative landscape, organizations are increasingly harnessing on data fabrics to streamline data access and insights. While this modern architecture offers significant opportunities, it also presents a complex set of risks. A comprehensive risk analysis is essential to address these vulnerabilities and ensure the integrit