This article presents the design of a information system layer to support analytical telemedicine services. We introduce general considerations on the chain of telemedicine value, as well as a query tool that allows flexible and efficient querying of relevant information about performance, scope, effectiveness, and measurements of disease outcomes related to a risk populations with a telemedicine data warehouse. For decision-makers, this information is vital to identify both the opportunities and the emerging problems.