GRC case summarization skill for compliance cases
Summarize
Summary of GRC Case Summarization Skill for Compliance Cases
The GRC case summarization skill utilizes a large language model (LLM) to generate a concise, structured AI summary of compliance case records within ServiceNow. This summary helps case analysts and managers quickly grasp key case details, enabling informed decision-making and efficient case management. Summaries are generated on demand from predefined fields and related lists, then saved to the record for future reference. Activation of the skill occurs via the Now Assist Admin console, and authorized users can trigger summarization on compliance cases.
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User Roles and Permissions
To activate, configure, and use the GRC case summarization skill, the following roles are required:
- snnowassistadmin.nsaadmin: Admin access to activate or edit Now Assist skills.
- sncompcase.compliancecaseanalyst: Access to compliance case records.
- sngrcsharegenai.grccaseaiuser: Permission to use the GRC case summarization skill (must be explicitly assigned).
LLM Service Providers
An administrator must configure a default LLM provider before the skill can be used. Supported providers include:
- Azure OpenAI
- AWS Claude
- Now LLM Service
- Now LLM Service LTS
- Google Gemini
Setting the default provider ensures the skill can communicate with the LLM for summary generation.
Compliance Case Summary Structure
The AI-generated summary captures the case status at the time of creation and can be regenerated to reflect updates. Users can review and edit the summary before saving it to the case record. The summary includes the following sections:
- Case Overview: Core details such as case name, description, start date, priority, and assigned analyst.
- Events Timeline: Dates related to occurrence, discovery, investigation, and remediation phases.
- Scope of Impact: Breakdown of impacted areas (entities, controls, companies, users), related areas (policies, citations, control objectives, risks), and affected regulations or standards.
- Causes & Consequences: Confirmed and suspected causes along with resulting impacts or penalties.
- Actions & Outcomes: Summary of investigative tasks, assessments, and additional resolution actions taken.
- Evidence & Worknotes: Work notes and comments documented during investigation.
- Lessons Learned: AI analysis of case timeline and investigation effort, including velocity metrics and effort level classification (low, medium, high).
Practical Benefits
By leveraging this skill, ServiceNow customers can streamline compliance case management through AI-powered summarization that enhances visibility, reduces manual effort, and supports timely, well-informed decisions. The structured summary format ensures consistent and comprehensive reporting of case details.
The GRC case summarization skill uses a large language model (LLM) to generate a structured AI summary of a compliance case record. The summary is generated on demand from case data and can be saved to the record for future reference.
Overview of the GRC case summarization skill
Compliance cases can span multiple action tasks, stakeholders, and regulatory requirements. The GRC case summarization skill generates a concise AI summary of key case details, so case analysts and managers can quickly understand the context and take informed action.
The skill collects data from predefined fields and related lists across the case record. This data is assembled into a prompt and sent to the configured LLM service provider, which then returns a structured summary.
To summarize compliance case records, the skill must be activated from the Now Assist Admin console. Once it's activated, case analysts with the appropriate user role can trigger the skill on a compliance case.
User roles
- sn_nowassist_admin.nsa_admin: Grants an admin access to activate or edit a Now Assist skill.
- sn_comp_case.compliance_case_analyst: Grants access to compliance case records.
- sn_grc_sharegenai.grc_case_ai_user: Grants users access to use the GRC case summarization skill. Note:The sn_grc_sharegenai.grc_case_ai_user role must be explicitly assigned and isn’t inherited through the case analyst role.
LLM service providers
An administrator must set a default LLM provider before the skill can be used. The following providers are supported:
- Azure OpenAI
- AWS Claude
- Now LLM Service
- Now LLM Service LTS
- Google Gemini
To set a default provider for the GRC case summarization skill, see Manage model providers.
Components of a compliance case summary
The summary reflects case data at the time of generation. As the case progresses, you can regenerate the summary to capture the latest information. Once generated, you can review and edit the summary before saving it to the case record.
| Section | What it captures |
|---|---|
| Case Overview | Core case details, such as name, description, start date, priority, and assigned analyst, captured from the Details tab. |
| Events Timeline | Date of occurrence, date of discovery, investigation start and end dates, and remediation start and end dates, captured from the Schedule section on the Details tab. |
| Scope of Impact | Impact breakdown- Summary of the areas and regulatory frameworks that are impacted by a compliance case, captured from the Impacted Areas, Related
Areas, and Regulations tabs.
|
| Causes & Consequences | Causes and consequences of the compliance case, captured from the Causes and Consequences tab.
|
| Actions & Outcomes | Summary of actions taken during the investigation, captured from the Action Tasks tab.
|
| Evidence & Worknotes | Work notes and comments recorded during the investigation, captured from the Activity section on the Details tab. |
| Lessons Learned | AI-powered analysis of the case timeline and overall investigation effort.
|