The invention provides various systems and methods for establishing an identity confidence scoring system. The method includes gathering identity information about the customers from physical locations and from remote locations. The method updates the identity profiles with the gathered identity information, and based on the gathered identity information, generates an identity confidence score associated with each identity profile.