In the cognitive IOT mobile commerce environment, user experience can be finely tuned individually when system intelligence is informed by a robust partner ecosystem within the value chain of the mobile journey. While signal identifiers initiate the experience, the data feeds informing an AI assistant or ML system automation may include web browser history and mobile application behavior, geolocation, media content and ad preferences, social graph, loyalty, CRM, purchase history and transaction data.