Guided computing device repair systems, methods, and apparatus
Embodiments of the present disclosure provided herein include methods, computer readable mediums, apparatus, and systems for facilitating diagnosis and repair of one or more performance states associated with a computing device.
1 . A method comprising:
initiating a support session between customer service system and a first mobile computing device;
receiving, at the customer service system, a first data set associated with the first mobile computing device, the first data set being associated with at least one performance state for the first mobile computing device;
displaying, via a display associated with the customer service system, a first graphical user interface comprising visual representations associated with at least one of a plurality of operational categories including a first operational category, wherein a visual representation associated with the first operational category comprises a first visual representation of a first diagnostic indicator indicating a problem associated with the first operational category based on the at least one performance state; and
displaying, at the first graphical user interface of the customer service system, one or more performance prompts comprising one or more diagnostic messages providing a first guidance to resolve the problem associated with the first operational category;
displaying, via the display of the customer service system and for each performance prompt, a feedback icon rendered at or adjacent to each of the one or more performance prompts on the first graphical user interface on a screen, wherein a selection via the feedback icon is configured to trigger an indication that the first guidance to resolve the problem associated with the first operational category was unsuccessful;
determining, by the customer service system and in response to an indication that the first guidance was unsuccessful, one or more additional diagnostic messages comprising additional guidance to resolve the problem associated with the first operational category; and
in response to the indication that the first guidance was unsuccessful, automatically updating the screen to display the one or more additional diagnostic messages.
2 . The method of claim 1 further comprising:
determining the at least one performance state by:
receiving an aggregated data set associated with a plurality of other mobile computing devices, wherein the aggregated data set comprises one or more data values associated with the plurality of other mobile computing devices from the plurality of operational categories;
training a model based on the aggregated data set to determine the at least one performance state; and
determining the at least one performance state by applying the first data set to the model.
3 . The method of claim 1 , wherein the one or more performance prompts comprise one or more programmatically-generated potential solutions to the problem associated with the first operational category.
4 . The method of claim 1 , further comprising:
determining the at least one performance state by comparing a most recent data of the first data set associated with an operational category against historical data from a predetermined period of time prior to a time associated with the most recent data.
5 . The method of claim 1 , wherein the screen displaying the first graphical user interface is associated with a customer service representative remote from the first mobile computing device.
6 . The method of claim 5 , wherein the first guidance to resolve the problem associated with the first operational category is transmitted to a user of the first mobile computing device following displaying the one or more performance prompts at the first graphical user interface on the screen associated with the customer service representative.
7 . The method of claim 1 , further comprising:
determining one or more diagnostic based at least on a resolution value determined by an artificial intelligence model, wherein the resolution value is an estimate associated with resolution of the problem associated with the first operational category.
8 . The method of claim 1 , further comprising:
selecting, by a customer service representative via the display of the customer service system, a first screen to display on the first mobile computing device;
causing rendering of the first screen on the display of the customer service system;
causing rendering of the first screen by the first mobile computing device;
receiving, at the customer service system, one or more annotations to the first screen associated with the first guidance; and
causing rendering, at both of the display of the customer service system and the first mobile computing device, the one or more annotations to the first screen in real-time.
9 . The method of claim 1 , wherein displaying one or more performance prompts includes displaying a first performance prompt and a second performance prompt simultaneously; and
wherein automatically updating the screen to display the one or more additional diagnostic messages comprises:
removing, when the first performance prompt is associated with the feedback icon associated with indication that the first guidance was unsuccessful, the first performance prompt from the screen;
automatically updating the screen to display a first additional performance prompt including a first additional diagnostic message in place of the first performance prompt to display the first additional performance prompt and the second performance prompt simultaneously.
10 . A customer service system comprising:
a server;
a database configured to communicate with the server;
a client terminal located remotely from a first computing device, wherein the client terminal is configured to communicate with the server and the database;
wherein the server is configured to:
initiate a support session between customer service system and a first mobile computing device;
receive, at the customer service system, a first data set associated with the first mobile computing device, the first data set being associated with at least one performance state for the first mobile computing device;
display, via a display associated with the customer service system, a first graphical user interface comprising visual representations associated with at least one of a plurality of operational categories including a first operational category, wherein a visual representation associated with the first operational category comprises a first visual representation of a first diagnostic indicator indicating a problem associated with the first operational category based on the at least one performance state; and
display, at the first graphical user interface of the customer service system, one or more performance prompts comprising one or more diagnostic messages providing a first guidance to resolve the problem associated with the first operational category;
display, via the display of the customer service system and for each performance prompt, a feedback icon rendered at or adjacent to each of the one or more performance prompts on the first graphical user interface on a screen, wherein a selection via the feedback icon is configured to trigger an indication that the first guidance to resolve the problem associated with the first operational category was unsuccessful;
determine one or more additional diagnostic messages comprising additional guidance to resolve the problem associated with the first operational category; and
in response to the indication that the first guidance was unsuccessful, automatically update the screen to display the one or more additional diagnostic messages.
11 . The customer service system of claim 10 , wherein the server is further configurated to determine the at least one performance state by:
receive an aggregated data set associated with a plurality of other mobile computing devices, wherein the aggregated data set comprises one or more data values associated with the plurality of other mobile computing devices from the plurality of operational categories;
train a model based on the aggregated data set to determine the at least one performance state; and
determine the at least one performance state by applying the first data set to the model.
12 . The customer service system of claim 10 , wherein the one or more performance prompts comprise one or more programmatically-generated potential solutions to the problem associated with the first operational category.
13 . The customer service system of claim 10 , wherein the server is further configured to determine the at least one performance state by comparing a most recent data of the first data set associated with an operational category against historical data from a predetermined period of time prior to a time associated with the most recent data.
14 . The customer service system of claim 10 , wherein the screen to display the first graphical user interface is associated with a customer service representative remote from the first mobile computing device.
15 . The customer service system of claim 14 , wherein the server is further configured to:
transmit the first guidance to resolve the problem associated with the first operational category to a user of the first mobile computing device following display of the one or more performance prompts at the first graphical user interface on the screen associated with the customer service representative.
16 . The customer service system of claim 10 , wherein the server is further configured to:
determine the one or more diagnostic messages based at least on a resolution value determined by an artificial intelligence model, wherein the resolution value is an estimate associated with resolution of the problem associated with the first operational category.
17 . A customer service apparatus is provided comprising at least a processor and a memory associated with the processor having computer coded instructions therein, with the computer coded instructions configured to, when executed by the processor, cause the customer service apparatus to:
initiate a support session with a first mobile computing device;
receive, at the customer service apparatus, a first data set associated with the first mobile computing device, the first data set being associated with at least one performance state for the first mobile computing device;
display, via a display associated with the customer service apparatus, a first graphical user interface comprising visual representations associated with at least one of a plurality of operational categories including a first operational category, wherein a visual representation associated with the first operational category comprises a first visual representation of a first diagnostic indicator indicating a problem associated with the first operational category based on the at least one performance state; and
display, at the first graphical user interface of the customer service apparatus, one or more performance prompts comprising one or more diagnostic messages providing a first guidance to resolve the problem associated with the first operational category;
display, via the display of the customer service apparatus and for each performance prompt, a feedback icon rendered at or adjacent to each of the one or more performance prompts on the first graphical user interface on a screen, wherein selection via the feedback icon is configured to trigger an indication that the first guidance to resolve the problem associated with the first operational category was unsuccessful;
determine one or more additional diagnostic messages comprising additional guidance to resolve the problem associated with the first operational category; and
in response to the indication that the first guidance was unsuccessful, automatically update the screen to display the one or more additional diagnostic messages.
18 . The customer service apparatus of claim 17 , wherein the customer service apparatus is further configured to cause the customer service apparatus to:
determine the at least one performance state by:
receive an aggregated data set associated with a plurality of other mobile computing devices, wherein the aggregated data set comprises one or more data values associated with the plurality of other mobile computing devices from the plurality of operational categories;
train a model based on the aggregated data set to determine the at least one performance state; and
determine the at least one performance state by applying the first data set to the model.
19 . The customer service apparatus of claim 17 , wherein the one or more performance prompts comprise one or more programmatically-generated potential solutions to the problem associated with the first operational category.
20 . The customer service apparatus of claim 17 , wherein the customer service apparatus is further configured to cause the customer service apparatus to:
determine the at least one performance state by comparing a most recent data of the first data set associated with an operational category against historical data from a predetermined period of time prior to a time associated with the most recent data.
21 . The customer service apparatus of claim 17 , wherein the customer service apparatus is further configured to cause the customer service apparatus to:
transmit the first guidance to resolve the problem associated with the first operational category to a user of the first mobile computing device following display of the one or more performance prompts at the first graphical user interface on the screen associated with a customer service representative.
22 . The customer service apparatus of claim 17 , wherein the customer service apparatus is further configured to cause the customer service apparatus to:
determine one or more diagnostic messages based at least on a resolution value determined by an artificial intelligence model, wherein the resolution value is an estimate associated with resolution of the problem associated with the first operational category.