Modern Policing has undergone a rapid digital transformation. The increasing use of data in this sector is an attempt to move policing away from its traditionally reactive tactics to more proactive techniques and to improve police decision-making. This article aims to identify the issues caused by poor data quality and highlight the ways to remedy them.