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The text refers to a tutorial on KnowItAll ID Expert technology, which facilitates spectral identification. It is user-friendly and can perform single and multi-component searches as well as functional group analyses simultaneously. The results are then displayed on a single screen, helping users identify issues with their spectrum and providing suggestions for fixing them. Users can generate a PDF report with just one click. When combined with KnowItAll IR and Raman databases, the technology offers expert level support irrespective of user experience. KnowItAll ID Expert can be used as a standalone tool or as part of the KnowItAll informatics system. The process starts by opening an unknown spectrum, with the system automatically initiating the analysis, flagging issues with the baseline of the query spectrum.