KOLKATA—When Indian property developer Parveen Agarwal bought a papaya-orange Lamborghini Gallardo, it came with the works—550-horsepower engine, high-performance brakes and an electronically controlled rear spoiler.

The only thing missing: a place to drive it.

“These kinds of cars are supposed to be driven on open roads,” said 33-year-old...