Nature Communications, Published online: 10 June 2026; doi:10.1038/s41467-026-74260-0 The authors report a stabilizing–sensing geogrid that enhances trackbed stability while enabling integrated fiber-optic monitoring. Full-scale railway loading tests, supported by machine learning, demonstrate durable monitoring and accurate foreign-object detection.