Baek Sung Il is a veteran tax collector on the lower side of lower-middle class. In one week, him and his co-worker brother get hit with the same scam, by the same scammer. In the series opener, we meet our scammer.

Sung Il reluctantly agrees to work with Jung Do, but doesn't realize that also means recruiting a whole team of seedy delinquents.