In the era of data surge, how to employ business intelligence to effectively fetch out the useful information from the chaotic data is a critical success factor. It is the main point of this study to see if the average user can quickly adapt to the designed system interface and feel easy to operate. In this study, MATLAB was chosen as the development platform. GUIDE tool was used to design a system of simple interface for data mining analysis. Through case discussion, this system was compared with the existing commercially available software for ease of system operation and accuracy of system analysis. In the end, the literature was reviewed to understand perceived ease of use, perceived usefulness, satisfaction, and intention. Based on this, six research hypotheses were proposed and the questionnaire was set up. After the questionnaire data were collected and analyzed by SPSS, all the hypotheses are verified and this system is proved to be useful.