In one general aspect, the present invention relates to a method of monitoring a state of a liquid chromatography (LC) stream of an automated analyzer. The method includes automatically monitoring a system pressure of an injection assembly of the liquid chromatography stream to generate a time series of system pressures, classifying the time series in one of two or more predetermined classes indicating different states of the LC stream and triggering a response based on the classification result.