In 1934, Long and James A. Noe, an independent oilman and member of the Louisiana Senate from Ouachita Parish, formed the controversial Win or Lose Oil Company.
By 1934, Long began a reorganization of the state government that reduced the authority of local governments in anti-Long strongholds New Orleans, Baton Rouge, and Alexandria.