According to Jeff Dean, Google's open buildings dataset, which leverages advanced AI and machine learning for large-scale mapping, is being actively used to support healthcare delivery systems across Africa (source: Jeff Dean, Twitter, June 4, 2025). By providing accurate and up-to-date geospatial data on building locations, healthcare organizations are able to identify underserved areas, optimize the placement of clinics, and streamline logistics for medical supply distribution. The AI-driven dataset enables more precise planning and resource allocation, creating significant business opportunities for AI startups focused on healthcare infrastructure, supply chain optimization, and digital health services in emerging markets. This development highlights the growing trend of AI-powered geospatial analysis driving practical impact in public health and offering scalable solutions for governments and NGOs.