To make real progress in healthcare fraud prevention, both government and private payers must integrate fraud risk controls at the front end of their claims payment workflow processes. The most effective fraud detection programs use a layered approach to analyzing claims that includes analytics that focus on identity integrity, claims legitimacy and relationships.