Anuragam is a film set in Kochi, India that explores the complexities of modern-day relationships through the lives of three couples. The story follows Mercy, a single mother and banker who is loved by her manager, Jose, but still grieving the loss of her husband. Meanwhile, popular music composer Shankar is preparing to enter a new relationship after his separation from his wife, Devika, a successful baker. Their daughter, Janani, and Mercy's son, Aswin, are classmates and friends, with their friendship potentially blossoming into romance. Music plays an important role in the film, which ultimately reminds viewers that love can happen at any age and make life worth living.

The story starts with the inauguration of the first-ever Mechanical batch in an engineering campus. The batch consists of boys only. Later in the second year of the department, a girl joins and becomes the only girl to be a part of their batch. As the story evolves, the girl grabs all their love and attention and becomes the QUEEN of the batch.