Abstract: A computer system generates medical messages based on an analysis of medical information associated with healthcare providers. The analyzed medical information may be derived from medical records and/or insurance claims, such as those that may be managed by a clearing house entity that manages the processing of medical insurance claims. Healthcare providers having certain patients that meet various analysis criteria may be identified for purposes of generating the messages that can serve to inform the health care providers about potential medical treatments and procedures, such as new drugs, that be significant for the health care provider and may also be significant to the patients of the health care provider who may be identified in the messages.