Paul Gemperline has been active in many areas of data analysis in chemistry. In this contribution, we build on his developments in advanced process analysis. The most prominent aspect is data fusion, the combined analysis of measurements taken on different instruments, using different measurement techniques, and different chemical conditions. We have successfully applied these principles to the investigation of the chemistry of CO2 in aqueous amine solutions.