In this paper, I cover in more detail two specific applications where Computational Intelligence systems have been used in industry. In particular, I consider the problems of path optimization through an inhomogeneous road network, and data analysis for financial applications. This paper will deal with several important questions about the applicability of those techniques in real-world scenarios, and will show how some of these issues have been directly addressed in order to create value for our business partners.