The project developed an autonomous robotic system for fire detection and extinguishing in industrial environments. The system uses a four-wheeled mobile robot, camera, flame sensor, microcontroller, and servo motors. The system uses a CNN model for accurate fire localization and a microcontroller for precise fire extinguishing nozzle positioning. The approach focuses on rapid response and high accuracy in industrial fire hazard mitigation. The system demonstrated efficient detection and extinguishing of ground level fire flames, enhancing operational safety and reducing potential damage.