Surafel Tilahun, researcher at the Addis Ababa Science and Technology University, will employ a combination of quantitative metrics, qualitative assessments, and stakeholder perspectives, including data from the Ethiopian ministry of health, to assess and project the nature of AI's impact on key aspects of SDG 3, including healthy pregnancies, healthy childhoods, and monitoring of universal health coverage (UHC). The challenges arising from data issues, bias issues, ethics issues and more will be explored with possible mitigation approaches, taking into account broader regional and global experiences of AI utilisation and policy in this field.