Brazilian Industrial Policy of 2011/2014 had the goal of mapping regions for Local Productive Arrangements (LPAs) in the roasting coffee sector, given that this type of organization has emerged as a strategy to overcome production barriers and to stimulate regional development. This work was conducted with the aim of analyzing the concentration of coffee industry in the municipalities of Minas Gerais, Brazil, to delimit the locations with potential for structuring LPAs. This concentration was analyzed by means of spatial relations between municipalities. With this, we calculated the spatial autocorrelation between municipalities using the Global and Local Moran Index. The results allowed us to delimit two locations with the greatest potential to form LPAs in the coffee industry, given that they met the criteria related to the index, participation in employment and number of establishments throughout the period of analysis. The locations were municipalities Capelina and Ervália. Neighboring towns with roasting coffee activity should also participate in the industrial organization model.