The present invention discloses a self-verification measurement system. Sensor data may be received from multiple sensors configured to sense properties of a process control system. The sensor data may include sensed values and uncertainty data corresponding to the sensed values. A new measurement associated with the process control system and corresponding uncertainty data for the new measurement may be determined based on the sensed values and uncertainty data received from the multiple sensors.