---
title: Train and use the similarity solution to recommend citations on regulatory alerts
description: Train and use the machine learning solution by activating the Governance, Risk, and Compliance Predictive Intelligence plugin. The solution enables the system to automatically recommend correct citations on regulatory alerts to associate.
locale: en-US
canonical_url: https://www.servicenow.com/docs/r/australia/governance-risk-compliance/regulatory-change-management-service-portal/retrain-ml-reg-compliance-mapping.html
release: australia
product: Regulatory Change Management Service Portal
classification: regulatory-change-management-service-portal
topic_type: task
last_updated: "2026-03-12"
reading_time_minutes: 1
breadcrumb: [Regulatory alerts, Regulatory Change Management Core UI, Use, Regulatory Change Management, Governance, Risk, and Compliance]
---

# Train and use the similarity solution to recommend citations on regulatory alerts

Train and use the machine learning solution by activating the Governance, Risk, and Compliance Predictive Intelligence plugin. The solution enables the system to automatically recommend correct citations on regulatory alerts to associate.

## Before you begin

Make sure that the following plugins are activated.

-   GRC Profiles
-   Predictive Intelligence

Role required: ml\_admin

## Procedure

1.  Navigate to **Similarity** > **Solution Definitions**.

2.  Select the **Recommend citations on regulatory alerts** solution.

3.  On the Similarity Definition form, fill in the fields.

    For a description of the fields, see [Similarity Definition Form](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/australia/markdown/australia/governance-risk-compliance/regulatory-change-management-service-portal/similarity-definition-form.md).

4.  Select the appropriate button for the solution definition.

    |Option|Description|
    |------|-----------|
    |**Save**|Save your solution definition record so that you can return to it later.|
    |**Update and Retrain**|Modify your solution definition and train it.|


-   **[Auto-assign configuration for regulatory alerts](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/australia/markdown/australia/governance-risk-compliance/regulatory-change-management-service-portal/set-up-assignment-configuration.md)**  
Set up an assignment configuration record to enable auto-assignments for regulatory alerts of the type regulatory event.
-   **[Similarity Definition Form](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/australia/markdown/australia/governance-risk-compliance/regulatory-change-management-service-portal/similarity-definition-form.md)**  
Use the Similarity Definition Form form in Compliance Workspace to create a similarity definition for regulatory compliance mapping.

**Parent Topic:**[Regulatory alerts](https://raw.githubusercontent.com/ServiceNow/ServiceNowDocs/australia/markdown/australia/governance-risk-compliance/regulatory-change-management-service-portal/regulatory-feeds.md)

**Related topics**  


[Perform actions on regulatory alerts]()

[Add an AI-recommended citation to a regulatory alert]()

[Manage and assign regulatory event alerts]()

[Manage and assign source document alerts]()