Providing tomorrow’s decision systems from today’s high dimensional data streams requires expert research and development partnerships. Using in-house data mining methods, we work on challenging areas of research fields such as computer vision, biomedical informatics, and situation awareness to create complex decision support with the ultimate goal of eliminating “human-in-the-loop” interaction. With commercial applications in mind, we can provide our customers with custom designed machine learning software systems to both solve data-centric problems and create previously underutilized information for leveraging business knowledge