To understand and address issues such as land degradation, deforestation, food security, and greenhouse gas emissions, countries need access to high-quality and timely information. As these challenges have become more urgent over the past decade, the need for more information has also increased. At the recent 2016 Linux Foundation Collaboration Summit, we introduced a new open source project called moja global, supported by the Clinton Foundation and the governments of Australia, Canada and Kenya, that aims to provide the tools necessary to help address these issues.