A common challenge in data management for organizations is dealing with data silos, where information is isolated and not easily accessible across departments. This fragmentation hinders collaboration and can lead to inefficiencies in decision-making. Overcoming this challenge requires implementing integrated systems that facilitate data sharing and interoperability within the organization.