Over the past few months, Pulse Lab Jakarta, together with the CGIAR Platform for Big Data in Agriculture, has been exploring various use cases, benefits and pitfalls from the use of non-conventional data, such as anonymised mobile network data, internet traffic and social media data in the context of filling data gaps, and enabling high resolution monitoring of agri-food systems.