Faminga integrates IoT sensors, AI-driven disease detection, and geospatial analytics to revolutionize smallholder farming. By combining precision agriculture tools, localized support in African languages, and a digital marketplace, it enhances produ

This report outlines the outcomes and challenges of the G4AW program, which supported satellite-based services to improve soil fertility management in Africa. It examines the barriers to commercializing soil health advisory services, highlights the r

In a significant move to modernize agriculture and streamline services for farmers, the Government of Maharashtra has introduced

Agriculture & Aquaculture

AI-powered soil testing solution using farm’s GPS coordinates to generate precise, timely fertiliser and water recommendations at global scale.

In the aforementioned work we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators. As a case study, we perform an empirical evaluation of a recommendati