Sentiment Analysis
Summarize
Summary of Sentiment Analysis
Now Assist Sentiment Analysis enables organizations to evaluate user satisfaction by analyzing customer communications related to cases, records, or problems. This tool leverages generative AI to prioritize data based on sentiment, helping fulfillers identify cases that need urgent attention, thereby enhancing the overall customer experience.
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Key Features
- Sentiment Evaluation: Utilizes large language models (LLM) to assess sentiments for new or active cases and illustrate trends over time.
- Summarized Insights: Provides a summary of sentiment reasons, allowing fulfillers to focus on urgent matters without sifting through all comments.
- Persistence of Data: The analysis, trends, and reasoning are saved on records, unaffected by page refreshes, ensuring consistent access to information.
- Notification System: Alerts users to refresh the page when underlying records are updated, keeping them engaged with the latest data.
- List View Integration: Sentiment data is available in list view, allowing for efficient management of long lists of records.
Key Outcomes
By implementing Now Assist Sentiment Analysis, ServiceNow customers can expect:
- Improved prioritization of cases based on sentiment severity.
- Enhanced decision-making through quick access to sentiment trends and reasoning.
- Increased efficiency in handling customer interactions and enhancing satisfaction.
Availability
This skill is available in the following products:
- Now Assist for IT Service Management (ITSM)
- Now Assist for Customer Service Management (CSM)
Apply Now Assist Sentiment Analysis to each customer interaction to assess user satisfaction and facilitate informed decision-making. The customer communications can be related to cases, records, or problems. Use this skill to prioritise this data based on the overall sentiment and reasoning, by providing generative AI analysis to the fulfillers and enabling them identify cases that require urgent attention.
Now Assist Sentiment Analysis uses large language model (LLM) to produce sentiment evaluations for new or active case/problem records, and it also illustrates sentiment trends over time. Fulfillers are provided with a summary to comprehend the reasons behind the sentiments without reading all the notes and comments. This enables them to prioritize and focus on urgent cases and issues based on the severity of the sentiments, and improve the overall customer experience.
Now Assist Sentiment Analysis refresh
The skill saves the analysis, trends and reasoning on the record and doesn't refresh with page refreshes. LLM calls are made for sentiment refresh when there is a relevant change on that specific record or updates to the input fields defined in the input prompt. The input fields are defined in Now Assist Admin, as parameters for analysing the customer interaction. Now Assist Sentiment Analysis will apply only to records that meet the filter conditions specified in the input templates, as well as those defined in the availability section of Now Assist Admin.
Now Assist Sentiment Analysis in list view
The saved values for sentiment, sentiment trends and the underlying reasonings will also be available in the list view.
While you're in a list view, if any underlying records have been updated and a new LLM call is triggered, you will receive a notification prompting you to refresh the page. This helps you to stay informed and engaged with the latest information. Although the list can be long, the visual notification will focus only on the records currently visible on your page, which helps you maintain relevance as you work through the sentiment evaluations.
Generating Now Assist Sentiment Analysis
Availability
This skill is available in the workflow and product listed below.
| Workflow | Product |
|---|---|
| Technology | |
| Customer |