Abstract: A method of training an artificial intelligence system to handle long-tail interactions according to an embodiment includes receiving a user question from a user, analyzing the user question with a natural language understanding engine to determine whether an intent of the user question matches an answer in an answer knowledgebase of the system, transferring at least the user question of the interaction to a primary subject matter expert in response to determining that the intent of the user question does not match an answer in the answer knowledgebase, receiving an expert answer to the user question from the primary subject matter expert, transferring an interaction package including the user question and the expert answer to at least one evaluator for validation, and automatically training the natural language understanding engine based on the user question and the expert answer in response to successful validation of the expert answer.

Abstract: In a system for knowledge system management, the system includes: a processor; and a memory coupled to the processor, wherein the memory has stored thereon instructions that, when executed by the processor, cause the processor to: receive a question from a customer; determine whether to not the question satisfies a first criterion for obtaining an automated response to the question; in response to determining that the question satisfies the first criterion, transmit the question to a knowledge system for generating automated responses to questions; receive the automated response to the question from the knowledge system; determine whether or not the automated response satisfies a second criterion for providing the automated response to the customer; and in response to determining that the automated response satisfies the second criterion, transmit the automated response to an electronic device operated by the customer.

Abstract: Event data that includes an identification of a registered device and a state of the registered device may be received by a contact center, where the registered device is different from the user device. A resource requirement for a communications session between a user device and an agent device may be determined by the contact center based on the event data. Routing information that enables the user device to establish a communications session with the agent device without a need for a user of the user device to provide the identification of the registered device to an agent of the agent device may be generated by the contact center based on the resource requirement.

Abstract: A collection of bots is provided that can support predictive routing through mapping customers to the bots. The variety of bot personalities may be provided in a plurality of dimensions such as: utterances used for recognition training, intents supported, and the responses the bot provides. A bot can be trained on collected utterances that are segmented by predictive routing. Human agents who have been classified can be used to segment utterance training so that a specific bot instantiation is trained on utterances typical of a customer who prefers that agent classification. Supported intents can be reflective of the utterance training for the specific classification of an agent. The responses of the bot can also be tailored to the personality typical of the age classification. Each bot response can be syntactically different in a conversation based on the bot segmentation.

Abstract: A state of a registered device that is different from a user device may be determined by a digital service interface. First event data that includes an identification of the registered device and the state of the registered device may be transmitted to the contact center by the digital service interface. Second event data that includes the state of the registered device and information that enables the user to establish the communications session with the contact center may be provided to a user of the user device.

Abstract: Event data that includes an identification of a registered device and a state of the registered device may be received by a contact center, where the registered device is different from the user device. A resource requirement for a communications session between a user device and an agent device may be determined by the contact center based on the event data. Routing information that enables the user device to establish a communications session with the agent device without a need for a user of the user device to provide the identification of the registered device to an agent of the agent device may be generated by the contact center based on the resource requirement.

Abstract: Event data that includes an identification of a registered device and a state of the registered device may be received by a contact center, where the registered device is different from the user device. A resource requirement for a communications session between a user device and an agent device may be determined by the contact center based on the event data. Routing information that enables the user device to establish a communications session with the agent device without a need for a user of the user device to provide the identification of the registered device to an agent of the agent device may be generated by the contact center based on the resource requirement.

Abstract: In a system for knowledge system management, the system includes: a processor; and a memory coupled to the processor, wherein the memory has stored thereon instructions that, when executed by the processor, cause the processor to: receive a question from a customer; determine whether to not the question satisfies a first criterion for obtaining an automated response to the question; in response to determining that the question satisfies the first criterion, transmit the question to a knowledge system for generating automated responses to questions; receive the automated response to the question from the knowledge system; determine whether or not the automated response satisfies a second criterion for providing the automated response to the customer; and in response to determining that the automated response satisfies the second criterion, transmit the automated response to an electronic device operated by the customer,

Abstract: In a system for knowledge system management, the system includes: a processor; and a memory coupled to the processor, wherein the memory has stored thereon instructions that, when executed by the processor, cause the processor to: receive a question from a customer; determine whether to not the question satisfies a first criterion for obtaining an automated response to the question; in response to determining that the question satisfies the first criterion, transmit the question to a knowledge system for generating automated responses to questions; receive the automated response to the question from the knowledge system; determine whether or not the automated response satisfies a second criterion for providing the automated response to the customer; and in response to determining that the automated response satisfies the second criterion, transmit the automated response to an electronic device operated by the customer.

Abstract: A state of a registered device that is different from a user device may be determined by a digital service interface. First event data that includes an identification of the registered device and the state of the registered device may be transmitted to the contact center by the digital service interface. Second event data that includes the state of the registered device and information that enables the user to establish the communications session with the contact center may be provided to a user of the user device.

Abstract: Event data that includes an identification of a registered device and a state of the registered device may be received by a contact center, where the registered device is different from the user device. A resource requirement for a communications session between a user device and an agent device may be determined by the contact center based on the event data. Routing information that enables the user device to establish a communications session with the agent device without a need for a user of the user device to provide the identification of the registered device to an agent of the agent device may be generated by the contact center based on the resource requirement.

Abstract: In a system for knowledge system management, the system includes: a processor; and a memory coupled to the processor, wherein the memory has stored thereon instructions that, when executed by the processor, cause the processor to: receive a question from a customer; determine whether to not the question satisfies a first criterion for obtaining an automated response to the question; in response to determining that the question satisfies the first criterion, transmit the question to a knowledge system for generating automated responses to questions; receive the automated response to the question from the knowledge system; determine whether or not the automated response satisfies a second criterion for providing the automated response to the customer; and in response to determining that the automated response satisfies the second criterion, transmit the automated response to an electronic device operated by the customer.