Predictive maintenance is the viable futuristic solution to prevent damage and save time and cost for railway infrastructures. This company performs real-time monitoring via sensors and cameras and presents it on a practical dashboard, also we simulate the interaction of the train and infrastructure. PANTOhealth has an enriched data pool. By using synthetic data, PANTOhealth has a unique source of data that facilitates machine learning. PANTOhealth uses a patented technique to collect data from pantographs, while rival technologies only monitor the catenary.