Autonomous navigation technologies rely on the development of advanced AI and machine learning (AI/ML) algorithms, whose reliability is significantly enhanced by leveraging the complementary benefits of diverse sensor data. To cater to India-specific safety requirements, a unique dataset featuring object classes relevant to Indian scenarios has been developed. Covering an extensive distance of 2019 kilometers, the initiative amassed a substantial 3263.5 gigabytes of data. Additionally, a sensor-specific automated annotation pipeline tailored to Indian conditions was created, enabling more precise and efficient processing of this data for enhanced safety and performance in autonomous systems.