This session explores advances in statistical registers and classification systems, focusing on the integration of new data sources and modern analytical methods. It highlights the use of machine learning, NLP, and other approaches to improve data quality, coding accuracy, and population estimates. Overall, it emphasizes strengthening trust, governance, and reliability in register-based statistics.