Recently i started finding out people using AF for linking all relational data from the Corporate/Legacy databases into AF Attributes and thus having different attribute models for different entities. Worrying part for me as of now was my understanding of AF for the Enterprise Real Time Data with Relevant relational data from Legacy Systems is was not looking correct. As all the data getting mapped and accordingly different models are getting created for same kind of entities, this is going to become a cumber some process when one has to analyze or utilize the AF for Real Time Data Visualization, Analysis. I am looking at some one pointing out right ways of using AF for Oil & Gas/Process industry in this thread so that it will be helpful for other members too. Thanks in Advance, Nagendra.