Rai was born into an ethnic Bunt family in Mangalore, Karnataka. Her father, Krishnaraj, was a marine biologist, while her mother, Brindya, is a housewife. She has one elder brother, Aditya Rai, who is an engineer in the merchant navy. He co-produced one of her movies, Dil Ka Rishta (2003).