We partner with Governments, CIAT, RCMRD, FARA, and its affiliates such as KALRO in Kenya as well as other CGIAR data driven research initiatives that are driven by open data. We support these institutions to link up with our FarmHubs and FoodHubs to link up with data sourcing infrastructure that we support with our partners using digital cloud platforms. The capacity building at the FarmHubs and FoodHubs is delivered using our collaboration with our PERFECTION Partners.  Collaborators in this research and evidence based project implementation perspectives are always ongoing and new partners enlisted to continue benefiting with the data sources that we keep evolving from our collaborators.