Deploying a health information exchange (HIE) repository promote and integrate the data within a single point of robust data sharing. This sharing of information and electronic communication systems enable access to health services and also promotes additional care over dual eligible patients. It recognizes which patient is requiring more care and attention than others. It gives needed data to determine which strategies should be put in place to maximize positive behavior modification [9]. The predictive analytics works in three areas such as Operations management, Medical management and biomedicine, and System design and planning. Healthcare predictive analytics system can help one of the issues that is to address the cost of patients being repeatedly admitted and readmitted to a hospital for chronic diseases which is similar or multiple. The survey of New England Journal of Medicine tells that one in five patients suffer from preventable readmissions. Therefore,1% of the population accounts for 20% of all US healthcare expenditures almost and 25% for over 80% of all expenditures [10].