A description of the phase 4 pilots of the Certification Atlas project. The purpose of these pilots was to explore some geospatial analysis options. This is an effort to help develop GIS understanding and capacity, promote its use and think about the end-goal Certification Atlas. 
Report produced for the ISEAL Alliance Innovations Fund project “Integrating new data to improve risk assessments and detection of forced labour vulnerability in agricultural supply chains”.