The need for systems capable of conducting inferential analysis and predictive analytics is ubiquitous in a global information society. With the recent advances in the areas of predictive machine learning models and massive parallel computing a new set of resources is now potentially available for the computer science community in order to research and develop new truly intelligent and innovative applications. In our research we present the principles, architecture and current experimentation results for an online platform capable of both hosting and generating intelligent applications – applications with predictive analytics capabilities.