Auckland's network is facing a challenge as frequent rainfall results in overflowing drains. This matter not only hinders daily life but also poses a threat to the ecosystem. Fortunately, advanced technology is being implemented as a solution to this pressing concern. Robotic drain devices are implemented to locate blockages efficiently. High-