A back office services of an intelligent automated agent for a contact center is provided. The back office services is configured to run on a processor coupled to a non-transitory storage device. The back office services includes: a customer profile module configured to access a profile of a customer from a customer profile database stored on the storage device, the profile of the customer including interaction data from interactions involving the customer and the contact center, and analysis results from analyzing the interaction data between the interactions involving the customer and the contact center; and a content analysis module configured to generate new analysis results by performing the analyzing of the interaction data between consecutive interactions of the interactions involving the customer and the contact center, and update the analysis results of the profile of the customer on the storage device to reflect the new analysis results.