There is no doubt that AI applications can positively impact the lives of people in the developing world, but the use of AI is not without its pitfalls, both economically and legally. Furthermore the ethical implications of commercial decisions in the developing world often attract the attention of the international media. Organisations should be aware of the reputational risk associated with perceived missteps, and the subsequent difficulty in repairing that reputation.