Machine learning solutions in Agent Workspace for HR Case Management

---
title: Machine learning solutions in Agent Workspace for HR Case Management
description: Use machine learning solutions to auto determine the correct HR service and assignment group for cases in Agent Workspace for HR Case Management.
locale: en-US
canonical_url: https://www.servicenow.com/docs/r/employee-service-management/agent-workspace-for-hr-case-management/hr-agent-ws-ml-solutions.html
release: brazil
product: Agent Workspace for HR Case Management
classification: agent-workspace-for-hr-case-management
topic_type: concept
last_updated: "2026-09-10"
reading_time_minutes: 1
breadcrumb: [Use, Agent Workspace, HR Service Delivery, Employee Service Management]
---

# Machine learning solutions in Agent Workspace for HR Case Management

Use machine learning solutions to auto determine the correct HR service and assignment group for cases in Agent Workspace for HR Case Management.

-   **[Auto determination of HR service in Agent Workspace for HR Case Management](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/brazil/markdown/employee-service-management/agent-workspace-for-hr-case-management/hr-agent-ws-auto-hrservice.md)**  
Auto determine the correct HR service for a case in Agent Workspace for HR Case Management. Enable an HR agent to transfer the case to the appropriate HR service rather than having to spend significant time manually triaging cases to appropriate HR services.
-   **[Auto determination of assignment group in Agent Workspace for HR Case Management](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/brazil/markdown/employee-service-management/agent-workspace-for-hr-case-management/hr-agent-ws-auto-assign-grp.md)**  
Auto determine the assignment group for a case in Agent Workspace for HR Case Management. Enable an HR agent to transfer the case to the correct assignment group rather than having to spend significant time manually identifying groups for the HR cases.
-   **[Display similar closed cases in Agent Workspace for HR Case Management](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/brazil/markdown/employee-service-management/agent-workspace-for-hr-case-management/hr-agent-ws-similar-closed-case.md)**  
Help an HR agent resolve the current case by displaying similar closed cases.

**Parent Topic:**[Using Agent Workspace for HR Case Management](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/brazil/markdown/employee-service-management/agent-workspace-for-hr-case-management/agent-ws-hr-case-mgmt-use.md)