The taxi niche has undergone significant transformations over the previous few decades, pushed by technological advancements, changing shopper behavior, and the emergence of recent mobility solutions. Traditionally, taxis operated through centralized dispatch techniques, phone bookings, and taxi stands, offering a reliable mode of transportation in