As AI scales globally, access to high-quality, interoperable, and responsibly governed data is becoming a key determinant of development outcomes. This session explores data as critical public infrastructure, focusing on governance frameworks, institutional capacity, and international cooperation needed to support AI-led growth in the Global South. The discussion also highlights the evolving approach to data governance and its relevance for emerging economies, with a focus on equity, inclusion, and development-first AI pathways.