Fraud represents a high cost for transport networks. With this in mind, RATP Smart Systems has developed a public transport fraud and ridership analysis tool that compiles millions of validation data. Urban Flows helps maximize passenger revenue and fine collection revenue through the analysis of centralized databases and through the identification of time and location dependent fraud patterns. These data are critical to help fighting fraud in public transport. Transport Operators and Authorities can thus have detailed information on passenger traffic.