FernandoCastro
ServiceNow Employee
ServiceNow Employee

Help agents quickly get up to speed with case context and history through intelligent summaries

 

Case Summarization is a generative AI skill that produces a concise summary of a customer service case. It synthesizes key details such as the issue, steps taken, and outcome from the case record. This allows agents to understand the full context efficiently without reading the entire activity feed.

It’s especially valuable during escalations, handoffs, or when returning to older cases.

 

Screenshot 2025-08-07 at 1.08.53 PM.png

 Key Capabilities

  • Click-to-generate summaries
    Agents can trigger summaries with a single button in the CSM Configurable Workspace or Now Assist Panel.

  • Integrated directly into the workspace
    The summary appears inline, with options to copy, provide feedback, or save to the record.

  • Feedback-enabled generation
    Agents can rate the summary to improve future output quality via thumbs-up or thumbs-down actions.

  • Summaries include issue, steps taken, and resolution

    Out of the box it draws content from activity stream (work notes, comments) and relevant case fields (description, short description and state)

  • Admins can duplicate the skill to tailor it for extended table inputs, such as Case TypesScreenshot 2025-08-07 at 12.31.51 PM.png

Implementation

Screenshot 2025-08-07 at 1.24.01 PM.png

 

  1. Activate the Now Assist for CSM plugin.

  2. Enable the Case Summarization skill using the Admin Console under the Customer workflow. 

  3. Configure availability by role and context (e.g., case state or priority).

  4. Ensure the workspace UI action is active for the summarize button to appear. Do some testing and then expand to other Case Types.

  5. Use Case Summarization skill
  6. Platform Record summarization skill.

Screenshot 2025-08-07 at 1.07.16 PM.png

Key Best Practices

  • Although technically there is no minimum character count, include at least 200 words of context in the case to enable high-quality summaries.

  • Train agents to review and validate summaries before copying to work notes or resolving cases.

  • Use skill cloning to remove unnecessary sections (e.g., SLA) if needed and further customize through Now Assist Skill Kit.

  • Monitor agent feedback to improve knowledge and field completeness via Now Assist Analytics.

Formal Learning

Now Learning: Now Assist for CSM Essentials Path

 

Measured Success and Outcomes

Outcome

Value to Agents

Key Metric

Faster onboarding

Reduces time to understand complex or escalated cases

Time to summary per case

Consistent handoffs

Ensures clarity when cases change ownership

% of cases summarized

Better agent experience

Reduces manual effort to scan long activity streams

Agent time saved per case

Quality monitoring

Helps managers audit summaries via feedback history

Feedback scores (positive vs negative)

 

Version history
Last update:
a month ago
Updated by:
Contributors