SysWatch is a Windows program that runs offline and online in the Microsoft Visual Studio C # programming language. By offline analysis, we mean, on the one hand, the ability to visualize data, but even more important is the training mode, in which SysWatch reads a large, usually high-dimensional database with sensor time series from a technical or industrial source. That is usually a physical process, along with a database of historical events. The main goal in this mode is to determine correlations between the sensor values and the events in question. In online mode, SysWatch uses calculated and verified models for incoming data and calculated the results obtained.