Coal companies in China are facing challenges in maintaining profitability due to low profit margins. To address this, research has focused on improving cost control through logistics, inventory, and value chain optimization. However, there has been a lack of emphasis on environmental cost control methods. In the era of big data, coal enterprises can enhance their profitability by implementing environmental cost control measures using data platforms. This approach can help promote the sustainable development of coal companies.