Implementations include actions of receiving an image of a vehicle using a toll road facility, processing the image to determine a vehicle identifier, and determining that the vehicle identifier is provided in a database, the database associating vehicle identifiers to respective device identifiers, and in response: determining a device identifier associated with the vehicle identifier from the database, transmitting a first message to a device associated with the device identifier, the first message including a request for approval to collect a toll payment, and receiving a second message from the device, the second message indicating approval of the toll payment, and in response: transmitting a payment request to a service provider, the service provider providing data transfer services for the device, and receiving the toll payment from the service provider.