A World Bank report warns that emerging markets cannot rely solely on imported AI models. Success requires building local digital infrastructure and specialized talent pools. These nations must shift investment from software licenses to foundational ecosystems. This strategy prevents technological dependency and ensures practitioners can adapt tools to local linguistic and economic needs.