---
sourceDocument: Australia Platform Analytics
sourceDocumentLink: https://servicenow-prod.fluidtopics.net/r/de-DE/now-intelligence

 Release :

    - australia

ft:locale :

    - de-DE

ft:publication_title :

    - Australia Platform Analytics

ft:clusterId :

    - par

bundleId :

    - par

workflow :

    - Platform


---

# Customer Service Management

# Content pack for Customer Service Management {#ariaid-title1}

* Freigeben Version: Australia
* 
* Aktualisiert 12. März 2026
* 
* ![](https://www.servicenow.com/docs/portal-asset/ico-clock) 6 Minuten Lesedauer

Using the Process Mining content pack for Customer Service Management enables you to analyze processes relevant to your KPIs, and identify bottlenecks associated with customer service cases.

For more information about enabling the Process Mining Content Pack for CSM, see [Activate content packs](https://servicenow-prod.fluidtopics.net/_DDVCi9_GZrayPPaXOdt9Q "Activate Process Mining content packs to access prebuilt projects for specific areas of your business. You can activate a content pack from the application list on your instance.").

## End user and roles {#csm-integration-po__section_j5p_qm3_2nb}

If you have the required roles, you can use Analyst workbench to access the visualized process workflow data, and tools for analyzing the data related to customer service cases. For more information, see [Analyst workbench page](https://servicenow-prod.fluidtopics.net/xII_tF5q4IREWKXzbxK8iw "View the visualized process map with tools for managing visualizations and performing analysis tasks from a project's page.").

The following combinations of roles are required for using the Process Mining application with Customer Service Management.
{#csm-integration-po__table_x45_bn3_2nb__entry__2}

| Process Mining role | Customer Service Management role |
|-|-|
| sn_process_mining_admin | sn_customerservice_manager |
| sn_process_mining_power_user | sn_customerservice_manager |
| sn_process_mining_analyst | sn_customer_service_agent |
[Tabelle : 1. Combinations of roles]

{#csm-integration-po__table_x45_bn3_2nb}

## Optimization project for customer service cases {#csm-integration-po__section_kg1_y1r_fnb}

The Process Mining Content Pack for CSM (sn_csm_po) adds a prebuilt project that includes a predefined Customer Service Cases project definition for customer service cases. By
default, the Customer Service Cases project filters customer service cases for the last two quarters. You can also configure a new process project based on the prebuilt project. For more information, see [Create a project or template using Project Builder](https://servicenow-prod.fluidtopics.net/ip7NqhklFfTHj9Ucm0o3LQ "Create and mine a project using the Project Builder to analyze and optimize your business processes. Create a template to reuse it when you want to use the same project conditions multiple times. In the Project Builder, the entire process is broken down into three sections and an overview to make the task easier and more efficient.").  
The Customer Service Cases project includes default activity definitions and breakdown definitions for customer service cases that you can use as they're or modify them for a custom configuration.

* Use activity definitions to understand state transitions such as cases transitioning from the work in progress state to the solution proposed state and analyze the linked processes such as Problem (PRB) records.
* Use breakdown definitions to filter records and analyze a process map by categories. For example, you can filter the customer service case data by different channels, products, assignment groups, and locations.
{#csm-integration-po__ul_cqy_m5f_gnb}

## SLA breach analysis project for customer service cases {#csm-integration-po__section_p14_kmn_5fc}

The Process Mining Content Pack for CSM (sn_csm_po) adds a pre-built project that includes a predefined SLA Breach Analysis project definition for customer service cases. For
more information, see [SLA Breach Analysis project](https://servicenow-prod.fluidtopics.net/54vxf4gwB8w62cOHuvAg_Q#csm-po-sla-breach-analysis "Use the SLA breach analysis project in Process Mining to identify and analyze cases where service level agreements (SLAs) have been violated.").

## Continual Improvement Management initiative for customer service cases {#csm-integration-po__section_g2y_rbr_fnb}

If the Continual Improvement Management (CIM) application is enabled, you can also use the CIM project from Analyst workbench to track the progress of improvement initiatives for customer service cases. The improvement
initiative and Process Mining projects are automatically linked. For more information, see [Integration with Continual Improvement Management](https://servicenow-prod.fluidtopics.net/PicOgVGhQwew9~ePjEU0Aw#integrate-with-continuous-i "Integrating with the ServiceNow Continual Improvement Management application enables you to create a request once you have identified an improvement opportunity.").

## Performance Analytics for customer service cases {#csm-integration-po__section_dgr_syk_3nb}

If the Performance Analytics application is enabled, you can also use the available template configurations to open the Process Mining application from a Performance Analytics (PA) [indicator](https://servicenow-prod.fluidtopics.net/zamNVg2135oSvT9fSCJtZA#gloss-indicator "A performance measurement taken at regular intervals of a business service, an activity, or organizational behavior. These performance measurements result in a series of indicator scores over time. Businesses track these scores to measure current conditions and to forecast trends.") based on the customer service case data. For more information, see [Integration with Performance Analytics](https://servicenow-prod.fluidtopics.net/7NBNvyb8gsHfo0aRjeaHOw#integrate-pa "Using Process Mining with Platform Analytics indicator data sources enables you to perform data extraction from an indicator and analyze processes associated with KPIs such as Time to resolve.").
**Zugehörige Konzepte**   

* [Example of Process Mining for CSM](https://servicenow-prod.fluidtopics.net/54vxf4gwB8w62cOHuvAg_Q#example-po-csm "Analyze a process for customer service cases and identify bottlenecks to minimize delays in the case flow for a better customer experience.")

## Example of Process Mining for CSM {#ariaid-title2}

Analyze a process for customer service cases and identify bottlenecks to minimize delays
in the case flow for a better customer experience.

Say you are a process analyst in the ACME corporation where you must submit analysis on current processes associated with customer service cases. You use Analyst workbench to access the mined processes for the Customer Service Cases project.  
You would analyze the case process flow and suggest ways to improve the processes by using the following workflow:

1. Select View in Workspace from the Customer Service Cases project definition. Analyst workbench is opened in a new tab.

   You observe that the customer service case records take
   an average duration of 16 days to close a case.
2. View metrics of the process map by setting the Primary Metric and Secondary Metric lists to Unique Occurrences and Average Duration, respectively.
3. Refine the process map by selecting Refine and selecting a connection width to see the full list of metrics.

   You observe that the
   Work In Progress - Awaiting Info transition state
   is taking more than two days.
4. In the Filters tab, set the Breakdown filters list to Assignment group and use the activity filter to view the process flow between the Work In Progress - Awaiting Info and Work In Progress activities.
5. In the Routes tab, you want to see all the records that took longer than average duration of two days between the selected activities so you select Most records in the Sort by list. You then select any process paths to view the cases in that route.

   You observe that most of the cases are related to emails.
6. Add notes to the project by selecting the notes icon (![Notes icon]()) and submit an analysis.

   In your notes, you suggest using a standardized template for improving the email transactions between agents and customers.
{#example-po-csm__ol_a3q_h2z_hnb}
Abbildung : 1. Process Mining for customer service cases
**Zugehörige Konzepte**   

* [Analyzing and getting process insights](https://servicenow-prod.fluidtopics.net/aMBYT9W0~KhadPhr05V37Q "Visualize and analyze your business flows from automated process data, and act on those insights.")
* [Content pack for Customer Service Management](https://servicenow-prod.fluidtopics.net/54vxf4gwB8w62cOHuvAg_Q#csm-integration-po "Using the Process Mining content pack for Customer Service Management enables you to analyze processes relevant to your KPIs, and identify bottlenecks associated with customer service cases.")

## SLA Breach Analysis project {#ariaid-title3}

Use the SLA breach analysis project in Process Mining to identify and analyze cases where service level agreements (SLAs) have been violated.
The SLA breach analysis project provides insights into the root causes of breaches, highlights bottlenecks, and suggests improvements to optimize process performance.

### SLA breach analysis overview {#csm-po-sla-breach-analysis__section_m1z_t5m_5fc}

The following table describes the steps that the system takes to identify and analyze SLA breaches.  
{#csm-po-sla-breach-analysis__table_l5y_w5m_5fc__entry__3}

| Step | Description | Details |
|-|-|-|
| 1 | Breach identification | * Automatically detects and flags SLA breaches based on predefined thresholds. * Displays breach details including timestamps, duration, and associated SLA type. {#csm-po-sla-breach-analysis__ul_hms_y5m_5fc} |
| 2 | Surfacing of improvement areas | * Identifies key process inefficiencies contributing to SLA breaches. * Highlights potential root causes such as long routing time, extended idle time, and excessive wait times. {#csm-po-sla-breach-analysis__ul_rft_1vm_5fc} |
| 3 | Parent and child table process map | * Provides a process map that visualizes the relationship between the case table (parent) and task SLA table (child). * Ensures clear mapping of SLA events to corresponding process steps for deeper analysis. {#csm-po-sla-breach-analysis__ul_krd_dvm_5fc} |
| 4 | Breakdown by channels, product, and assignment group | * Enables filtering and analysis based on customer interaction channels (for example, email, phone, or chat). * Supports SLA breach breakdown by product categories for targeted process improvements. * Allows segmentation of breaches by assignment groups to pinpoint accountability and workload distribution. {#csm-po-sla-breach-analysis__ul_afj_2vm_5fc} |
[Tabelle : 2. SLA breach analysis overview]

{#csm-po-sla-breach-analysis__table_l5y_w5m_5fc}

### Using the SLA Breach Analysis project {#csm-po-sla-breach-analysis__section_zpx_1kn_5fc}

Use the SLA Breach Analysis project to analyze the reasons why customers are breaching SLAs and help them get to the root cause. This project is available with the [Process Mining Content Pack for CSM](https://servicenow-prod.fluidtopics.net/54vxf4gwB8w62cOHuvAg_Q#csm-integration-po "Using the Process Mining content pack for Customer Service Management enables you to analyze processes relevant to your KPIs, and identify bottlenecks associated with customer service cases.") (sn_csm_po).  
To access the SLA Breach Analysis project:

1. Navigate to WorkspacesProcess Mining Workspace.
2. Select All to display the use case projects.
3. Select SLA Breach Analysis Project.
4. Select the More options menu.
5. Select Mine Project (Full).
6. On the Summary and Insights tab you can view the following information:
   * Project Metrics: Displays metric data such as Average time to completion of records over time.
   * Improvement Opportunities: Displays metric data and a list of cases with different types of SLA breaches, such as Ping-Pong (case reassignment) and Extreme duration.
   {#csm-po-sla-breach-analysis__ul_ap3_15n_5fc}
7. To view the process map for a case, select Action and then select View in workbench to display the [Analyst Workbench](https://servicenow-prod.fluidtopics.net/xII_tF5q4IREWKXzbxK8iw "View the visualized process map with tools for managing visualizations and performing analysis tasks from a project's page.").

   Use this workbench to access the visualized process workflow data and tools for analyzing the data related to SLA breaches.  
   For example, if a case is reassigned to multiple assignment groups, you can view the following information:
   * Case table map: View the different assignment groups from process start to end.
   * Task SLA map: View the points at which the case is breaching the SLA.
   {#csm-po-sla-breach-analysis__ul_qrz_wgc_vfc}
8. Select a node or transition line within a map to view additional details about the selected item in a modal window.For more information about using Analyst workbench, including breakdown filters and process maps, see
   the details in the [Analyst Workbench](https://servicenow-prod.fluidtopics.net/xII_tF5q4IREWKXzbxK8iw "View the visualized process map with tools for managing visualizations and performing analysis tasks from a project's page.") topic.

{#csm-po-sla-breach-analysis__ol_dzb_xln_5fc}