Despite its benefits, data monitoring comes with its challenges. One of the primary issues is data quality. Inaccurate or incomplete data can lead to misleading insights. Another challenge is the integration of multiple data sources, which can be complex and time-consuming. Additionally, businesses must ensure data security to protect sensitive information.