According to results of italian observation monitoring, warning reports are sent to observation branch in order to investigate the problem. Observations are eventually blacklisted.
Below an example of monitoring, for Meteo Network stations ( non conventional WMO surface observations), for the U wind component at 10m, where the color code is assigned according to the bias/standard deviation thresholds.