IDinsight enumerators demarcate an area of a field to estimate agricultural yield in Telangana, India. Data from surveys like this are a critical input into agricultural machine-learning models. In the past 10 years, hundreds of projects have applied artificial intelligence (AI) to creating social good. The right tool applied to an appropriate problem has the potential to drastically improve millions of lives through better service delivery and better-informed policy design.