Data quality management or DQM tools are software applications designed to ensure the accuracy, consistency, and reliability of data across an organization. These tools perform various functions such as data cleansing, data profiling, and data matching. They also include data integration features that consolidate data from multiple sources, ensuring a unified and accurate dataset. These tools help marketing specialists maintain high data standards, facilitating better decision-making and more effective marketing strategies by providing reliable data for analysis and reporting.