In Perfect Harmony, a former music professor named Arthur Cochran unexpectedly stumbles into a small-town church choir. Reluctantly agreeing to help them, Arthur transforms their struggling choir into a formidable singing group, all while dealing with personal challenges and adapting to his new surroundings.