Visplore makes it straightforward to select periods before the undesired asset behavior started, and to analyze and compare these periods in detail. High-performant visualizations reveal any type of pattern. Moreover, Visplore automatically guides the engineer to suspicious process time series that show changes in their characteristics around or before the beginning of the problem. With a simple click on a sorted list, users may instantly inspect suspicious time series in any depth. This helps to identify and validate also unexpected causes within minutes even in case of hundreds of process time series. For particularly challenging problems, innovative process visualizations visually relate dozens of time series simultaneously and can reveal how anomalies propagate along the process. Engineers may even compute time series that compensate for lags or other complexities.