As AI advances globally, low- and middle-income countries (LMICs) risk being left behind. Yet AI holds transformative potential for addressing local challenges—from healthcare to climate resilience. This article explores the funding gaps, structural barriers, and innovation potential in LMICs, calling for inclusive investment, infrastructure, and policy to ensure AI delivers for everyone, everywhere.