Automated service agents
First Claim
1. A system, comprising:
- a computing device comprising a processor and a memory; and
an application comprising machine readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least;
receive a transcript of a conversation that represents an interaction between a chat bot and a customer, wherein a portion of the interaction between the chat bot and the customer is generated with a recurrent neural network integrated with the chat bot;
determine that a portion of the transcript of the conversation between the chat bot and the customer matches a regular expression, wherein the regular expression is linked to an intended action to be performed by a service agent on behalf of the customer;
determine that the portion of the transcript is associated with clickstream data related to the intended action, the clickstream data comprising a plurality of records of sequences of interactions with a set of user interface elements by the service agent to perform the intended action;
extract from the transcript a minimum set of information required to create a workflow item corresponding to the intended action; and
send a request to a workflow management system to create the workflow item corresponding to the intended action, wherein the request comprises the minimum set of information.
1 Assignment
0 Petitions
Accused Products
Abstract
Disclosed are various embodiments to deploy automated service agents, which can be implemented with an application executed on a computing device. The application can cause the computing device to process a transcript to identify an intended action of a service agent, wherein the transcript comprises a first set of text generated by the service agent and a second set of text generated by another party. The application can also cause the computing device, in response to an identification of the intended action from the transcript, to process the transcript to extract a minimum set of information required to create a workflow item that corresponds to the intended action. Moreover, the application can cause the computing device to send a request to a workflow management system to create the workflow item that corresponds to the intended action, wherein the request comprises an identifier for the intended action and the acquired information.
-
Citations
19 Claims
-
1. A system, comprising:
-
a computing device comprising a processor and a memory; and an application comprising machine readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least; receive a transcript of a conversation that represents an interaction between a chat bot and a customer, wherein a portion of the interaction between the chat bot and the customer is generated with a recurrent neural network integrated with the chat bot; determine that a portion of the transcript of the conversation between the chat bot and the customer matches a regular expression, wherein the regular expression is linked to an intended action to be performed by a service agent on behalf of the customer; determine that the portion of the transcript is associated with clickstream data related to the intended action, the clickstream data comprising a plurality of records of sequences of interactions with a set of user interface elements by the service agent to perform the intended action; extract from the transcript a minimum set of information required to create a workflow item corresponding to the intended action; and send a request to a workflow management system to create the workflow item corresponding to the intended action, wherein the request comprises the minimum set of information. - View Dependent Claims (2, 3, 4)
-
-
5. A system, comprising:
-
a computing device comprising a processor and a memory; and an application comprising machine readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least; compare a transcript with clickstream data to identify an intended action of a service agent by matching a portion of the transcript to a regular expression, wherein; the transcript comprises a first set of text generated by the service agent and a second set of text generated by another party, the clickstream data comprises a plurality of records of sequences of interactions with a set of user interface elements by the service agent to perform the intended action on behalf of the other party, and wherein the regular expression is linked to the intended action of the service agent; in response to an identification of the intended action from the transcript, process the transcript to extract a minimum set of information required to create a workflow item that corresponds to the intended action; and send a request to a workflow management system to create the workflow item that corresponds to the intended action, wherein the request comprises an identifier for the intended action and the acquired information. - View Dependent Claims (6, 7, 8, 9, 10, 11, 12)
-
-
13. A method, comprising:
-
identifying, with a computing device, a section of a transcript of a conversation between a service agent and a user; comparing, with the computing device the section of the transcript with clickstream data obtained from a plurality of interactions by the service agent with a service agent portal to determine that the section of the transcript corresponds to an intended action by the service agent on behalf of the user, the clickstream data comprising a plurality of records of sequences of interactions with a set of user interface elements of the service agent portal; determining that the section of the transcript matches a regular expression linked to the intended action; extracting, with the computing device, from the transcript a minimum set of information required to create the workflow item; and sending, with the computing device, a request to a workflow management system to create a workflow item that corresponds to the intended action, wherein the request to create the workflow item comprises the minimum set of information. - View Dependent Claims (14, 15, 16, 17, 18, 19)
-
Specification