HR PIWB template: Predict knowledge case clusters and demand insights

  • Release version: Yokohama
  • Updated January 30, 2025
  • 1 minute to read

    • Use the classic setup template to configure and train your Cluster solution template with machine learning model to predict the case clusters that do not have knowledge, identify knowledge demand, and improve the knowledge articles.

    Before you begin

    Role required: sn_piwb_hr_content.admin

    About this task

    This template helps customizing a use case model to configure the Knowledge Demand Insights feature to identify which topics are missing knowledge articles and create actionable knowledge gaps for missing topics. Review the information from Configure Knowledge Demand Insights.

    Procedure

    1. Navigate to All > Predictive Intelligence Workbench > Use Cases > Create New from Templates.
    2. From the templates list, go to Knowledge demand for HR case clusters template and click Start.
      A pop-up with model name appears. This use case is handled in the classic Predictive Intelligence. You will be taken there to complete setup. You can perform the following steps:
      1. Ensure you click View product documentation for setting up this use case to review the instructions on how to configure the solution definition.
        Note:
        Ensure you review and understand the documentation for creating the solution definition.
      2. Click Take me there to get started with the solution definition.
      Machine Learning Solutions landing page appears.
      Figure 1. HR ML use cases
      List of ML usecases for HR PIWB
    3. Review the information from Configure Knowledge Demand Insights.
    4. Go to Clustering > Knowledge demand for HR case clusters from the available Solution Definitions, click Configure.
      The solution definition appears.
    5. On the form, verify the default field values and customize the solution as required.

    Result

    You can use a demand insights for knowledge gap analysis and create actionable knowledge articles for missing topics.

    Review the corresponding use case information from Machine learning solutions for HR Service Delivery.

    What to do next

    You can verify the integration status from HR Administration > HR AI Configurations > Solution definition. The use case is now mapped to the selected solution definition.