Data quality trends to watch

Data quality management efforts -- tied to disrupting innovations, rapid market shifts and regulation pressures -- will continue to grow in 2023 and take on a more dominant role in the data management ecosystem. Turning to the cloud, edge, 5G and machine learning, hybrid worldwide workforces and global customers are generating data at levels never experienced before. The success of data quality management depends on deployment, infrastructure and modernization strategies. The 2022 State of Data Quality report from Ataccama reveals that automation and modernization efforts have still not been universally adopted. While seven in ten enterprises surveyed (69%) have begun their DQM journeys, they still have not achieved high maturity levels.