Genesys Cloud - Main

 View Only

Sign Up

  • 1.  AI Insights - summary of resolution

    Posted 08-29-2025 07:28

    Hi all - does anyone have experience with AI Insights in their organization?

    I conducted a test call to check the AI Scoring for a particular call type.

    Note: for this test call, incorrect information was deliberately provided.

    In addition, we were not using the knowledge articles for this test. (I'm not sure if or how they are connected)

    The Evaluation was scored as expected (satisfied our prompts are informing the AI Scoring). However, I noticed under the Resolution Section of AI Insights that it stated "the agent provided the correct" information and stated the Resolution Status as Resolved.

    How does Genesys AI Insights determine resolution status? Does it mark any Q&A as resolved regardless of accuracy? Should we use knowledge articles to help it assess factual correctness?

    How can we improve the Insights provided by AI Insights? 

    Any tips on optimizing AI Insights and AI Scoring would be appreciated.


    #QualityManagement
    #Roadmap/NewFeatures
    #Unsure/Other

    ------------------------------
    Melissa Callender
    Senior Operations Specialist
    Ontario Teachers Pension Plan
    ------------------------------


  • 2.  RE: AI Insights - summary of resolution
    Best Answer

    Posted 08-30-2025 00:03

    You are mixing technologies here.  

    AI Insights provides conversation-level summarization along with reason for call, outcome of call, and follow-up items all provided by the AI from analysis of the transcript alone - no other information is provided to the AI.

    AI Scoring is and AI-based evaluation form that again looks at only the transcript to answer questions based on the question, the help text, and the answers.  

    Knowledge is really only used by Bots and CoPilot to provide answers to questions asked by the caller.

    So, your tests seem to be looking at the result of the AI-provided reason, outcome, and follow-up items.  Currently, we have very few controls for these and the summary aside from the transcription, which you can affect using the Dictionary Management. 

    While I don't know of any changes to this in the near-term roadmap, Genesys is planning on BYO LLM Q1 '26 that should allow you to pump the transcript through your own LLM that could be programmed to manipulate this output.  I'll see what is planned for the "in-skin" LLM. 



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



  • 3.  RE: AI Insights - summary of resolution

    Posted 09-02-2025 19:26

    As Robert says, the AI Insights is passing the transcript through LLMs for analysis and if it infers that the customer was satisfied with the agent responses and seems "happy" at the end of it, perhaps based upon Wrap-up Code as well (though the LLM suggests the Wrap-up Code based upon the transcript)...but it does not base anything on the AI Scoring evaluation.



    ------------------------------
    George Ganahl GCCX-AI, GCP, GCSME
    Technical Adoption Champion
    Genesys
    2024 Community Member of the Year
    ------------------------------



  • 4.  RE: AI Insights - summary of resolution

    Posted 09-02-2025 19:30

    @Melissa Callender Do you have a wish-list for things you'd like to see the Agent Copilot/Summarization/AI Insights do? 

    I've had people ask about things such as verifying that the agent said all the things required (which is more like an Evaluation, but LLM and Knowledge based instead to be flexible to the conversation). Or, use Knowledge to analyze whether the agent gave good advice on whatever subject, once again not reliant on canned evaluation questions. Other things.



    ------------------------------
    George Ganahl GCCX-AI, GCP, GCSME
    Technical Adoption Champion
    Genesys
    2024 Community Member of the Year
    ------------------------------