System and method for chat automation
In a system for managing chat automation, the system includes: a processor; and a memory coupled to the processor, wherein the memory stores instructions that, when executed by the processor, cause the processor to: receive a signal indicating a communication is being initiated by an end user operating an end user device; receive information from the end user device regarding the communication; select a conversation path based on the information regarding the communication; invoke an automated chat resource for engaging in a chat communication session with the end user device, wherein the automated chat resource is configured to follow the conversation path during the chat communication session; monitor confidence levels of automated chat responses during the chat communication session; and redirect the chat communication session to a second conversation path in response to at least one of the confidence levels falling below a threshold level.
1. A method for managing chat automation, the method comprising:
receiving, by a processor, a signal indicating a communication is being initiated by an end user operating an end user device;
receiving, by the processor, information from the end user device regarding the communication, the information from the end user device comprising demographic information of the end user and a topic of the communication;
selecting, by the processor, a first automated conversation path from among a plurality of communication paths based on the topic of the communication, wherein each of the plurality of communication paths is defined by a predetermined unique group of one or more stages for progressing through an automated chat communication session;
selecting, by the processor, a first automated chat profile, based on the information regarding the communication, for use by an automated chat resource to engage in an automated chat communication session;
invoking, by the processor, the automated chat resource with the first automated chat profile for engaging in the automated chat communication session with the end user device, wherein the automated chat resource is configured to follow the first automated conversation path during the chat communication session;
monitoring, by the processor, automated chat responses during the chat communication session for calculating a confidence level based on the first automated chat profile and the conversation path; and
redirecting, by the processor, the chat communication session to a second automated conversation path and transitioning the chat communication session to a second automatic chat profile in response to the confidence level falling below a first threshold level based on input received from the end user device during the chat communication session, wherein the automated chat resource is configured to follow the second automated conversation path during the chat communication session.
2. The method of claim 1 , further comprising traversing, by the processor, the second automated conversation path.
3. The method of claim 1 , further comprising:
transmitting, by the processor, an instruction to display a proposed response on an agent device corresponding to a contact center agent.
4. The method of claim 3 , further comprising receiving, by the processor, a modification to the proposed response from the agent device.
5. The method of claim 4 , further comprising transmitting, by the processor, an instruction to display the proposed response with the modification to the end user device.
6. The method of claim 1 , further comprising transmitting, by the processor, a signal to route the chat communication to a live agent in response to the confidence level being below a second threshold level.
7. The method of claim 1 , further comprising transmitting, by the processor, an instruction to display a graphical representation of the first automated conversation path on an agent device corresponding to a contact center agent.
8. The method of claim 7 , further comprising receiving, by the processor, a selection of the second automated conversation path from the agent device.
9. The method of claim 1 , wherein the first automated conversation path is a provided by a script.
10. The method of claim 1 , wherein the automated chat responses are based on history and state of the chat communication.
11. The method of claim 1 , wherein the confidence level is determined based on feedback from the end user device.
12. A system for managing chat automation, the system comprising:
a processor; and
a memory coupled to the processor, wherein the memory stores instructions that, when executed by the processor, cause the processor to:
receive a signal indicating a communication is being initiated by an end user operating an end user device;
receive information from the end user device regarding the communication, the information from the end user device comprising demographic information of the end user and a topic of the communication;
select a first automated conversation path from among a plurality of conversation paths based on the topic of the communication, wherein each of the plurality of communication paths is defined by a predetermined unique group of one or more stages for progressing through an automated chat communication session;
select a first automated chat profile, based on the information regarding the communication, for use by an automated chat resource to engage in an automated chat communication session;
invoke the automated chat resource with the first automated chat profile for engaging in the automated chat communication session with the end user device, wherein the automated chat resource is configured to follow the first automated conversation path during the chat communication session;
monitor of automated chat responses during the chat communication session for calculating a confidence level based on the first automated chat profile and the conversation path; and
redirect the chat communication session to a second automated conversation path and transition the chat communication session to a second automatic chat profile in response to at least one of the confidence levels falling below a first threshold level based on input received from the end user device during the chat communication session, wherein the automated chat resource is configured to follow the second automated conversation path during the chat communication session.
13. The system of claim 12 , wherein the instructions further cause the processor to traverse the second automated conversation path.
14. The system of claim 12 , further comprising:
wherein the instructions further cause the processor to transmit an instruction to display a proposed response on an agent device corresponding to a contact center agent.
15. The system of claim 14 , wherein the instructions further cause the processor to receive a modification to the proposed response from the agent device.
16. The system of claim 15 , wherein the instructions further cause the processor to transmit an instruction to display the proposed response with the modification to the end user device.
17. The system of claim 12 , wherein the instructions further cause the processor to transmit a signal to route the chat communication to a live agent in response to the confidence level being below a second threshold level.
18. The system of claim 12 , wherein the instructions further cause the processor to transmit an instruction to display a graphical representation of the first automated conversation path on an agent device corresponding to a contact center agent.
19. The system of claim 18 , wherein the instructions further cause the processor to receive a selection of the second automated conversation path from the agent device.
20. A method for managing chat automation, the method comprising:
receiving, by a processor, a signal indicating a communication is being initiated by an end user operating an end user device;
receiving, by the processor, information from the end user device regarding the communication, the information from the end user device comprising demographic information of the end user and a topic of the communication;
selecting, by the processor, a first automated conversation path from among a plurality of communication paths based on the topic of the communication, wherein each of the plurality of communication paths is defined by a predetermined unique group of one or more stages for progressing through an automated chat communication session;
selecting, by the processor, a first automated chat profile, based on the information regarding the communication, for use by an automated chat resource to engage in an automated chat communication session, wherein the first automated chat profile corresponds to at least one of a topic specialization, a dialect, a language, or a personality trait;
invoking, by the processor, the automated chat resource with the first automated chat profile for engaging in the automated chat communication session with the end user device, wherein the automated chat resource is configured to follow the first automated conversation path during the chat communication session;
monitoring, by the processor, automated chat responses during the chat communication session for calculating a confidence level based on the first automated chat profile and the conversation path;
redirecting, by the processor, the chat communication session to a second automated conversation path and transitioning the chat communication session to a second automatic chat profile in response to the confidence level falling below a first threshold level based on input received from the end user device during the chat communication session, wherein the automated chat resource is configured to follow the second automated conversation path during the chat communication session;
traversing, by the processor, the second conversation path utilizing the second automatic chat profile; and
transmitting, by the processor, a signal to route the chat communication to a live agent in response to the confidence level falling below a second threshold level.