The tools of Big Data analytics have led to transformations in many sectors—from finance to politics to professional sports. What could these new approaches to data science do for agriculture? The new CGIAR Platform for Big Data in Agriculture is leading the way for these innovations in agricultural development, with over 8,000 researchers working to incorporate Big Data into farming research.