With the advent of more frameworks that get adopted in the big data ecosystem, any data driven enterprise needs to justify taking the next step in the evolution of their analytics solutions. The fundamental question that they would have is one of value propositions and what they are trying to serve for the end-user(s) of the predictive analytics system. We can readily work with the end user to define the objectives that they hope to meet and implement them to your production model under development. We have already established the roadmap for providing custom solutions that address some of these concerns.

• Collection of Data from both external and internal sources

• Making Predictions from new data inputs

• Feature representations for the Building of Models

• Transformation from Offline Evaluation to Live Evaluation