Hardware appliances with multiple sensors, such as automobiles, can be authenticated on a blockchain based platform using authentication values generated data provided by the hardware appliances, such as sensor data, log data, location data. Requests for service can be managed by the blockchain based platform based on authentication values of the hardware appliances.