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.
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. 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.