The main objectives of Work Package 13 are to explore different dimensions of synthetic data production in official statistics. This includes exploring the application of cutting-edge artificial intelligence and machine learning (AI/ML) algorithms to data generation, assessing the effectiveness of synthetic data in protecting sensitive information, and investigating the predominant sources of bias in data generation and strategies to mitigate them.