Machine learning solutions for Customer Service Management

  • Release version: Australia
  • Updated March 12, 2026
  • 1 minute to read

    • Machine learning in Customer Service Management helps with case creation, assignment, and resolution.
    Task Intelligence for Customer Service Use the following AI capabilities to automate several routine tasks across the case life cycle and enable agents to focus on complex case resolution.
    • Record categorization
    • Sentiment analysis
    • Language detection
    • Document intelligence
    Predictive Intelligence for CSM solution definitions Use predictive intelligence solution definitions to assist agents with a variety of tasks. Solution definitions predict one or more output fields based on a configured input field.
    Trending case topics Identify clusters of cases with similar issues and pinpoint factors that drive up case volume. Each cluster of cases represents a trending case topic.
    Similar case recommendations Enable customer service agents to easily find similar cases that can provide helpful information about cases they are currently working on.
    Estimated time to resolve a case Predict the estimated time to resolve a case based on attributes such as the case short description, category, priority, and assignment group.
    Predictive Intelligence for case management Predict values for a case, such as the category, priority, and assignment group, based on information entered in the short description.
    Auto-responder notifications Use auto-responder notifications to share relevant content in email notifications that can help deflect cases.