An evacuated worker told the Otago Daily Times that firefighters told them to get out because of a "major ammonia leak".
Police and ambulance staff are also at the scene.
A St John's spokesman said staff are not currently treating anyone and are there as a precaution.
Earlier today, the Fire Service responded to an ammonia leak in West Auckland.
Eleven fire crews, as well as support vehicles, were called to a mussel factory in Henderson.
The leak is believed to be coming from a vessel that contained 300kg of ammonia, a Fire Service spokeswoman said.
The factory is on Corban Ave, and a staffer at the factory alerted the Fire Service to the leak at 4.45am.