This session highlights the use of machine learning and AI, including large language models, to enhance official statistics and forecasting. It covers applications from tourism and poverty prediction to automated labeling and longitudinal data analysis. The contributions showcase how modern computational methods can improve accuracy, efficiency, and insight in statistical production.