Data silos in healthcare often arise due to the use of disparate systems, lack of interoperability, and organizational barriers. Different departments might use different Electronic Health Record (EHR) systems that do not communicate with each other. Additionally, privacy concerns and regulatory requirements can further complicate data sharing.