An electronic processor is configured to determine sensor data reliability at an incident scene for real-time and post-incident processing. The electronic processor receives primary sensor data from a primary data source, retrieves secondary data associated with the primary sensor data, calculates a reliability index for the primary sensor data using the secondary data; compares the reliability index to a threshold and one of executes a particular action and applies a particular policy as a function of the comparison.