Rail transport that accounts for ~33% of US exports and handles 5 million tons of freight on an average every day, is plagued by aging infrastructure and shortage of funds. It takes about $9 billion annually grow, build, and maintain, the US rail transit system. Predictive maintenance is one of the most sought after MRO strategies. TCS Intelligent Rail Maintenance, a cloud solution on SAP Leonardo platform enables predictive maintenance for track and wagon and drone damage detection for bridges.