This book presents a collaborative effort to explore the potential of human-centered AI approaches in shaping the future of finance and economics. With a focus on sustainability, ethics, and human values, this book brings together diverse perspectives and cutting-edge research from leading experts in the fields of AI, finance, economics, and sustainability. The chapters in this book delve into various aspects of humanized intelligent analytics, offering conceptual insights, methodological frameworks, and practical applications. From incorporating human preferences and biases into algorithmic decision-making to leveraging AI for sustainable investment strategies. The contributions in this book reflect the breadth and depth of inquiry in this rapidly evolving field.