The novel integration of data mining, modeling and interactive decision-making, implemented within the user friendly platform of LIONsolver has provided a reliable tool for business modeling. It is consider as a powerful tool for visual analytics and informed decisions, well suited for commercial applications in health and life sciences where we are dealing with dynamic, big and unstructured data. In this short article and corresponding talk we present the aspects of model building tools, advanced solvers, manipulating data tables, and design of experiment, provided in the platform of LIONsolver. It is further described that how LIONsolver continuously can learn from the data analyzes and dynamic business objectives.