Data applications like Artificial Intelligence (AI) are influencing multiple facets of our lives. Through Global Pulse Policy, the United Nations is leading efforts to develop data privacy frameworks for the ethical use of artificial intelligence. It is imperative to have gender equality in the A.I. domain. Women AI leaders have an extensive role to play in this data economy. This panel discussion would focus on discussing the challenges faced by Women AI leaders in the male-dominant data space and explore avenues to mitigate those challenges through collaborative partnerships and a supportive ecosystem to build a sustainable data economy.