Primeton QualityCube platform allows users to develop and implement data quality checklists to expose system data quality problems. Each system continuously monitors the fluctuations in data quality and analyzes data quality. The systems regularly generate key data quality reporting and data quality control system status. Data scrubbing components and data quality processing components provide effective support for data quality improvement.