Warehouse receipt pledge, as an innovative service model extended by third-party logistics enterprises to the financial field, can solve the market situation that enterprises have difficulty in financing and bank loans. However, because it is an innovative product, there are inevitably various risks in developing warehouse receipt pledge financing business. Therefore, it is necessary to adopt advanced radio frequency identification technology to supervise the pledge and transfer the risk through the function of the futures market, so as to reduce the risk of warehouse receipt pledge financing business.