Through a large number of literature studies and field survey, from the perspective of small farmers' integration into agricultural modernization, this paper innovatively divided the current integration mode of national agricultural organizations into five main types: leading enterprises, leading new agricultural business entities, cooperative financial institutions, embedded scientific research institutes, and financial poverty alleviation and assistance. It found that Ningxia region can gradually carry out horizontal integration and extension in the process of promoting the vertical integration and extension of agricultural industry value chain, and try to explore the possibility of new integration mode such as “modern agricultural cloud service public platform + leading enterprises + farmers” in Ningxia, in order to bridge the gaps in agricultural organization policies through the pilot, because the village plans to plan the development of the industry, adapt to the local conditions to strengthen the village collective economy, and continuously improve the degree of farmers' organization.