This paper provides an overview of the state of agricultural mechanization across the Global South – i.e. Eastern and South-eastern Asia, Southern Asia, sub-Saharan Africa, Latin America and the Caribbean – and explores the potentials and risks of agricultural mechanization for the sustainable transformation of agrifood systems. A wide range of technological and institutional solutions is identified to harness the potential of agricultural mechanization for sustainable agrifood system transformation, while at the same minimizing the risks. This working paper was developed as a background document for the FAO report "The State of Food and Agriculture 2022 – Leveraging automation in agriculture for transforming agrifood systems" (https://doi.org/10.4060/cb9479en).