Conversation Improvement Themes

  • Release version: Australia
  • Updated March 12, 2026
  • 2 minutes to read
    • Summarize
    Summarized using AI
    This content was generated using new OpenAI-powered functionality. Results are provided on an as is basis and are not guaranteed to be accurate or complete.

    Summary of Conversation Improvement Themes

    The Conversation Improvement Themes application enhances evaluations conducted by Conversation Evaluators within the AI Control Tower by converting conversation quality data into actionable long-term performance insights. This application is vital for organizations aiming to improve conversation quality over time.

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    Key Features

    • Transforms evaluations into performance insights.
    • Analyzes conversation quality data longitudinally.
    • Provides updates on model provider availability and product features, especially for customers in restricted environments like FedRAMP or Australia IRAP-Protected data centers.

    Key Outcomes

    Customers can expect enhanced understanding of conversation quality, leading to improved organizational performance. However, it is crucial to recognize the limitations of AI in this application, including the potential for inaccuracies. Customers should actively test and oversee AI outputs, especially in high-stakes areas.

    Data handling and processing is compliant with ServiceNow policies, and customers have the option to opt out of data collection at any time to protect their privacy and data integrity.

    The Conversation Improvement Themes application helps to transform Conversation Evaluators evaluations that are part of AI Control Tower into long-term performance insights by analyzing conversation quality data over time.

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    Important:
    • Not all model providers are available for customers with in-country SKUs, and some Now Assist products/features are currently unavailable for in-country customers. For more information, see the KB1584492 article in the Now Support Knowledge Base. Be sure to check for model provider availability updates in future releases.
    • Some Now Assist products/features are currently unavailable for customers in the FedRAMP, NSC DOD IL5, or Australia IRAP-Protected data centers, self-hosted customers, or in other restricted environments. For more information, see the KB0743854 article in the Now Support Knowledge Base. Be sure to check for availability updates in future releases.
    • Some Now Assist products/features are currently available only for customers in some regions. Be sure to check for availability updates in future releases.
    • Some AI products and skills are not available in Regulated Markets. For more information, see KB2593939: Regulated Markets AI Products/Skills Not Available. Be sure to check for availability updates in future releases.

    AI limitations

    This application uses artificial intelligence (AI) and machine learning, which are rapidly evolving fields of study that generate predictions based on patterns in data. As a result, this application may not always produce accurate, complete, or appropriate information. Furthermore, there is no guarantee that this application has been fully trained or tested for your use case. To mitigate these issues, it is your responsibility to test and evaluate your use of this application for accuracy, harm, and appropriateness for your use case, employ human oversight of output, and refrain from relying solely on AI-generated outputs for decision-making purposes. This is especially important if you choose to deploy this application in areas with consequential impacts such as healthcare, finance, legal, employment, security, or infrastructure. You agree to abide by ServiceNow’s AI Acceptable Use Policy, which may be updated by ServiceNow.

    Data processing

    This application requires data to be transferred from ServiceNow customers' individual instances to a centralized ServiceNow environment, which may be located in a different data center region from the one where your instance is, and potentially to a third-party cloud provider, such as Microsoft Azure. This data is handled per ServiceNow's internal policies and procedures, including our policies available through our CORE Compliance Portal.

    Data collection

    ServiceNow collects and uses the inputs, outputs, and edits to outputs of this application to develop and improve ServiceNow technologies including ServiceNow models and AI products. Customers can opt out of future data collection at any time, as described in the Now Assist Opt-Out page.