A system for verification of dispensed pharmaceuticals includes: a housing; a bar code scanning station mounted on the housing; a vision station mounted on the housing; a spectroscopy station mounted on the housing; an offloading station mounted on the housing; one or more conveyors mounted on the housing to convey pharmaceutical vials between the bar code scanning, vision, spectroscopy and offloading stations, and a controller associated with the bar code scanning, vision, spectroscopy and offloading stations and the conveyors to control their operations. A system of this configuration can use both vision and spectroscopy to verify the identity of the pharmaceutical in the container.