- U.S. headquarters location: Plano, Texas J.C. Penney Co. operates nearly 1,000 stores across the U.S.—not bad for a company whose founder’s middle name was “Cash.” James Cash Penney was born in 1875 and founded the department store chain in 1902. In recent years,the corporatio...