This book constitutes the proceedings of the Second International Workshop on Value Engineering in Artificial Intelligence, VALE 2024, held in Santiago de Compostela, Spain, during October 19–24, 2024.The 16 full papers presented were carefully reviewed and selected. The papers have been grouped into these topical sections: value identification; value-driven decision making; and ethical issues, including explainability.