Machine learning and satellite imagery are transforming road quality monitoring in cost-effective and scalable ways. By leveraging AI models and smartphone sensors, authorities can now detect road damage in real-time and assess infrastructure across large rural regions. Tools like CNNs, super-resolution imagery, and mobile apps offer powerful insights to guide road maintenance. This innovation ensures safer, smarter roads—especially in underserved areas.