Belly Up is a seafood processing plant in Liberty City circa 2001. They use Mule vans that are seen driving around Portland in GTA III. The name "belly up" is a take on dead fish.
Crates bearing the Belly Up logo can be seen at the docks in East Hook in GTA IV's Liberty City.