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Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

  • 1.  Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-13-2025 06:52

    Hi everyone,

    We have recently rolled out CoPilot Predictive Wrap Codes and are seeing that our accuracy rates are sitting around ~50%. We are keen to improve this to at least 75%+ to gain efficiency.

    My understanding is that it works off the 'resolution' and 'reason for call' field and matches that with the wrap code description.

    We have approximately 40 different wrap codes. We have noticed that predictive wrap codes seem to struggle to differentiate between wrap codes that are similar such as:

    • 'Access their super - make a withdrawal'  - Customer requests a standard super withdrawal for example reached preservation age or retirement
    • 'Access their super - withdrawal progress / receipt of forms' - The customer called regarding a withdrawal request that was submitted but not yet processed.

     Does anyone have any advice on how to improve accuracy with predictive wrap codes?

    Is there an ideal structure? 

    Thanks heaps,


    #ConversationalAI(Bots,AgentAssist,etc.)

    ------------------------------
    Deepa Galaiya
    Product Owner, Customer Interactions
    ------------------------------


  • 2.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-13-2025 12:48

    At first though it seems to be a lot of wrapup codes, that may be better suited for topic miner tracking,  



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    Alex Slocum
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  • 3.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-13-2025 19:37

    Thanks Alex,

    Appreciate this insight.

    What are the main user cases for wrap codes in comparison to topic miner?

    As in what is the ideal thing that wrap up codes should give us?

    I'd like to understand how wrap codes are different to topic miner.

    Cheers



    ------------------------------
    Deepa Galaiya
    Product Owner, Customer Interactions
    ------------------------------



  • 4.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes
    Best Answer

    Posted 09-14-2025 11:51

    The wrap up code prediction does not work off the AI Insights as that is a totally different AI producing reason and outcome of the call.  Wrap up is based on the prompts you create in the wrap up code listing.  Make sure you have clear and distinct prompts for the AI to compare with the transcript.  40 is not unreasonable and a perfect use case for Wrap up Prediction 



    ------------------------------
    Robert Wakefield-Carl
    ttec Digital
    Sr. Director - Innovation Architects
    Robert.WC@ttecdigital.com
    https://www.ttecDigital.com
    https://RobertWC.Blogspot.com
    ------------------------------



  • 5.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-14-2025 15:08

    Hi Robert,

    Could you please advise where we can add prompts for wrap up codes? The only place we know of, where we can give any guidance to Copilot as to what the wrap up code should be used for, is the description for the wrap up code.

    Thanks,

      Lee.



    ------------------------------
    Lee Smith
    Senior Business Analyst Contract
    Genesis Energy
    lee.smith@genesisenergy.co.nz
    ------------------------------



  • 6.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-14-2025 18:25

    Easy enough.  Get into Wrapup Codes under Contact Center or Orchestration -> Flow Assets in the new UI and add a prompt to the description of each wrapup code.  Be generous and specific with the prompt.  IE: for General Questions, don't just write "general questions" but "caller is calling with questions about their account that does not fit other wrapup codes"



    ------------------------------
    Robert Wakefield-Carl
    ttec Digital
    Sr. Director - Innovation Architects
    Robert.WC@ttecdigital.com
    https://www.ttecDigital.com
    https://RobertWC.Blogspot.com
    ------------------------------



  • 7.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-14-2025 19:08

    Thanks Robert, we are looking to focus effort on improving our descriptions that sit against each wrap code. 

    What would you say is the biggest use case for wrap codes? Is there overlap with STA topic miner? I am trying to wrap my head around the different use cases for each of these features.



    ------------------------------
    Deepa Galaiya
    Product Owner, Customer Interactions
    ------------------------------



  • 8.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-14-2025 19:15

    No overlap and not used in STA.  They are a fully reportable in a lot of views and allow a single data point for what the call is about.  



    ------------------------------
    Robert Wakefield-Carl
    ttec Digital
    Sr. Director - Innovation Architects
    Robert.WC@ttecdigital.com
    https://www.ttecDigital.com
    https://RobertWC.Blogspot.com
    ------------------------------



  • 9.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-14-2025 19:56

    Hi Robert, 

    Sorry but I can't see anything under either the old UI or the new UI where you can add a prompt to the description of each wrap up code - unless you mean the description itself is effectively a prompt?
    I wonder though if I have the right permissions because, in the new UI, I only have Data Tables / Flow Outcomes / Flow Milestones as options under Flow Assets - nothing about wrap up codes?

    Regards,

     



    ------------------------------
    Lee Smith
    Senior Business Analyst Contract
    Genesis Energy
    lee.smith@genesisenergy.co.nz
    ------------------------------



  • 10.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-14-2025 20:37

    Descriptions are Prompts for the AI.



    ------------------------------
    Robert Wakefield-Carl
    ttec Digital
    Sr. Director - Innovation Architects
    Robert.WC@ttecdigital.com
    https://www.ttecDigital.com
    https://RobertWC.Blogspot.com
    ------------------------------



  • 11.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-14-2025 20:40

    Thanks, Robert :-)



    ------------------------------
    Lee Smith
    Senior Business Analyst Contract
    Genesis Energy
    lee.smith@genesisenergy.co.nz
    ------------------------------



  • 12.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-15-2025 04:11

    Hi all, 

    How are you tracking the accuracy of your wrap code suggestions? Is it just through feedback from agents and call reviews? 

    I'm also experiencing difficulty getting the wrap code descriptions to prompt a few of our wrap codes, so any advice from others who have mastered it would be great. 

    Matt 



    ------------------------------
    Matt Duke
    tbc
    ------------------------------



  • 13.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-15-2025 05:25

    Hi Matt,

    We are tracking accuracy through the thumbs up / thumbs down inbuilt feedback mechanism. It has been very manual and time consuming to review.

    I would be interested to see if there was another way to track this more efficiently. Robert and Alex both mentioned STA topic miner. I wonder if there could be a smarter way to validate wrap codes from topic miner.

    Keen to hear from anyone else on how to do this efficiently? 



    ------------------------------
    Deepa Galaiya
    Product Owner, Customer Interactions
    ------------------------------



  • 14.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-15-2025 07:52

    In your original example, Super is not a great term for the AI.  I would use supervisor or manager in the description.  Topic Miner is really used to populate new Topics, but could guide you in what people are talking about to create wrap-up codes as well.  Which ones are not being recognized correctly?



    ------------------------------
    Robert Wakefield-Carl
    ttec Digital
    Sr. Director - Innovation Architects
    Robert.WC@ttecdigital.com
    https://www.ttecDigital.com
    https://RobertWC.Blogspot.com
    ------------------------------



  • 15.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-15-2025 17:43

    Good point. In this instance super refers to superannuation. I haven't tried topic miner yet but interested in seeing what it comes out with and how close the results are to the 40 odd wrap codes we have in place already.



    ------------------------------
    Deepa Galaiya
    Product Owner, Customer Interactions
    ------------------------------



  • 16.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-15-2025 18:41

    There is some good news!  Able to get the Agent Copilot Summaries via API Explorer!!



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    Alex Slocum
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  • 17.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-16-2025 04:32

    That sounds good. Does this give you access to the unedited and edited ones ready to export to excel for comparison? as well as the thumbs up / down reporting?



    ------------------------------
    Deepa Galaiya
    Product Owner, Customer Interactions
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  • 18.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-16-2025 04:17

    Hi Deepa,

    It might be that the description is too verbose. Check out some tips here: https://help.mypurecloud.com/faqs/what-are-the-best-practices-to-increase-the-accuracy-and-surfacing-of-wrap-up-codes-with-genesys-agent-copilot/

    Amanda



    ------------------------------
    Amanda Halpin
    Agent Copilot Product Manager @ Genesys
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  • 19.  RE: Tips and tricks to improve accuracy with CoPilot Predictive Wrap Codes

    Posted 09-16-2025 04:35

    Thanks Amanda. This guidance is useful as our descriptions for each wrap code are currently longer than 7-10 words. We are going through a process to refine this and remove unused and duplicate wrap codes. 

    Just interested in why it specifies to keep the resolution and reason for call as part of the summary because I don't believe predictive wrap codes use these as a reference point?



    ------------------------------
    Deepa Galaiya
    Product Owner, Customer Interactions
    ------------------------------