Background: While the core challenge of postpartum support remained central to the project, integrating AI capabilities introduced new complexities and opportunities. The key challenge evolved to include delivering personalized, evidence-based information at scale while maintaining the human-centered aspect of maternal care. The solution leverages AI to enhance rather than replace human connection, using technology to bridge gaps in postpartum care access.