Cameras follow undercover investigators, who track shoplifting suspects using cameras of their own, in this series that features covert surveillance, big takedowns and lots of crazy excuses (and perhaps a little acting as well). The security and undercover personnel, who cleverly call themselves "loss prevention agents," play a tense cat-and-mouse game with would-be thieves, most of whom are experienced, cunning and bold as they attempt to acquire expensive merchandise using the ol' five-finger discount. "Caught Red Handed" showcases five investigators, each with unique attributes, skills and tricks that help in capturing potential shoplifters.