Poverty is still one of the most serious risks in the world, and poverty reduction is an even more difficult problem for the world. Poverty is a worldwide problem related to social stability and sustainable development. How to eliminate poverty has always been a common concern of all countries in the world. In the comprehensive battle, private enterprises show their responsibility. The research method of this paper is qualitative research. Through an in-depth exploration of representative cases, the research path is summarized and planned. This paper takes the case of Dongge Village, a leading enterprise in the grain and oil industry, Luhua Group, as the research object, analyses the good change guidance of Dongge Village after targeted poverty alleviation by Luhua Group, analyses the effective path of poverty alleviation planning. Luhua Group's poverty alleviation plan mainly includes two aspects. One is financial support; the other is technical support. Financial support in terms of the Luhua Group distributes money to elderly people from low-income families and invests in infrastructure. The enterprise donated 1.5 million yuan to help more than 600 poor households in the area. In addition, Luhua Group also provides professional planting equipment and technical guidance for the planting base. Through the construction of a peanut planting base, so that the local poor population income. The luhua Group has set up an education fund, giving money and subsidies to students from poor families every year, and renovated luhua Central Primary School, which has dramatically improved the environment, adding digital learning facilities and new desks and chairs. The whole school can accommodate 2,000 students. The effective measures taken by Luhua Group in poverty alleviation provide guidance and suggestions for other private enterprises in targeted poverty alleviation.