The work shows the proposal to create a Latin- American Research Network related to Learning Analytics, initially made up of researchers from 13 Higher Education Institutions from 7 Latin American countries. The Network has started with collaboration agreements and the formation of lines of communication, where we have talked about the progress and related projects developed in the participating institutions. The Network has been created with objectives, related to the research, dissemination, generation of knowledge and growth of the Network. It has also been proposed an iterative work methodology, a dissemination plan and some monitoring indicators of the Network. Once consolidated the network, will offer benefits to participating institutions and the Latin American region, particularly in the education sector.