The use of ai tools in smallholder finance is being explored, with some outlets suggesting it has the potential to bring about significant changes. However, there are also concerns that smallholder farmers may be left behind by these developments. The role of ai in finance is being discussed in various contexts, including its potential impact on sustainability and risk management in different regions.