商社 most often refers to Japanese-style general trading houses (
総合商社, sōgō shōsha) like Mitsubishi, Mitsui, and Itochu - sprawling firms that import, export, and invest across many sectors. In domestic Chinese contexts the more common word is
公司 or
贸易公司.