The document presents a proposal for an automated engine model designed to improve railway crack detection in the Indian railway network, which is prone to accidents primarily caused by track faults. The model utilizes an automation system comprising track side and station side nodes utilizing RF rays and GSM technology for real-time monitoring and communication. The proposed system aims to enhance safety by detecting cracks on the tracks and informing the relevant stations and engines of potential hazards.