Future Market Insights suggests that within the railway telematics landscape, the deployment of edge AI processing on rolling stock and trackside infrastructure is collapsing the gap between data collection and actionable maintenance decisions. FMI analysts identify the integration of NVIDIA-class AI accelerators into railway digital asset management as the central pivot point for the industry, effectively transforming condition monitoring from a periodic manual exercise into a continuous, autonomous function.