A system for transforming customer data includes a network interface and a processor. The network interface communicates a request for customer data associated with a determined set of customers. It also receives a customer profile code associated with the customer data, wherein the customer profile code comprises a first code segment and a second code segment. It further receives first and second rules associated with the customer profile code. The processor determines the set of customers, transforms the first and second code segments into customer data using the rules, and analyzes the customer data to determine an operations history for the set of customers.