The Factory is a building in SimCity
It gets build in Industrial Zones. You don't build the factory directly, you just assign the zoning of a certain area to industrial, and the Factory.
Factories create freight to ship to businesses and create income and jobs for your city. However factories also lower land value and create pollution.