The plot of "Good Bad Ugly" follows retired gangster AK, also known as Red Dragon, who learns upon his release from prison that his son Vihaan has been wrongly arrested for drug possession. AK launches an investigation to clear his son's name and uncovers a conspiracy by the Dark Wolves gang. Throughout his investigation, AK must confront enemies from his past and protect his family.