Artificial intelligence and machine learning have the potential to transform finance with wide-ranging applications from fraud detection to digital investment advisors. Our goal is to bring together women at the intersection of AI and finance and create a forum where they can share their experiences, ideas, and vision. We encourage professionals, AI/ML researchers, and practitioners across industry and academia to participate in the workshop and advance AI in Finance through collaboration. With the workshop, we aim to improve the visibility of women in AI and Finance, provide an opportunity for networking, and encourage mentorship of junior female researchers in the field. Hopefully, we can all learn from each other’s perspectives and make some new connections along the way.