This article uses a global commodity chains perspective to analyze the social and organizational dimensions of international trade networks. In linking international trade and industrial upgrading, this article specifies: the mechanisms by which organizational learning occurs in trade networks; typical trajectories from assembly to OEM and OBM export roles; and the organizational conditions that facilitate industrial upgrading moves such as the shift from assembly to full-package networks. The empirical focus is the apparel industry, with an emphasis on Asia