Abstract: A general overview about the usefulness of the theory of fuzzy type-2 for solving problems in the field of data analysis and analytical reasoning in analytical chemistry is given. Results of the development of Intel-systems for auto-mated qualitative analysis in X-ray fluorescence analysis and in ICP-atomic emission spectroscopy are discussed.