The Data Quality Monitoring (DQM) Software proved to be a central tool in the CMS experiment. Its flexibility allowed its integration in several environments: Online, for real-time detector monitoring; Offline, for the final, fine-grained Data Certification; ReleaseValidation, to constantly validate the functionality and the performance of the reconstruction software; in Monte Carlo productions...