Data 360 in a Sandbox

Use a Data 360 sandbox to test data ingestion, modeling, and identity resolution without affecting live customer profiles. A sandbox provides a secure testing environment by copying metadata from your production Data 360 org. Sandbox usage consumes credits from your production org.

Benefits of a Sandbox Environment

With sandboxes and deployment tools, you can:

  • Test changes against copies of your production data and users.
  • Provide a training environment.
  • Test AppExchange packages or integrations.
  • Isolate customization and development work from your production environment until you’re ready to deploy changes.

Types of Sandboxes

Data 360 supports all sandbox types: Developer, Developer Pro, Partial Copy, and Full Copy. When you provision Data 360 in a sandbox, it contains only metadata. You can't replicate data even in Partial Copy and Full Copy sandboxes.

Data 360 Sandbox Storage and Limits

Data 360 sandboxes follow production limits and guidelines. They bypass the storage restrictions of Salesforce sandboxes, such as the 200-MB limit for Developer sandboxes.

Data 360 License and Setup Requirements

To use Data 360 in a sandbox, provision Data Cloud licenses and maintain an active Data 360 tenant in your production org. The sandbox depends on this production setup. To activate Data 360 in the sandbox, first turn on and configure it in production.

Supported Features

This table lists the Data 360 features available in a Data 360 sandbox and describes their expected behavior.

Data 360 Feature
The specific Data 360 capability or feature.
Functional in Sandbox
The feature operates in the sandbox environment.
Replicated in Sandbox
The sandbox copies the feature's metadata from your production org during creation.
Deployable from Sandbox
You can deploy the feature's configuration changes from the sandbox to your production org.

When you create a sandbox, it excludes some Data 360 features from production replication. However, you can manually recreate these features in the sandbox. For available features, you can create objects directly in your sandbox. These objects remain local to the sandbox environment and bypass deployment back to production.

Data 360 Feature Functional in Sandbox Replicated in Sandbox Deployable from Sandbox
Activation: Amazon S3 green checkmark green checkmark green checkmark
Activation: SFTP, Microsoft Azure, GCS green checkmark green checkmark green checkmark
Activation: Marketing Cloud green checkmark green checkmark green checkmark
Activation: Native - Data Cloud green checkmark green checkmark green checkmark
Activation: Commerce Cloud, Loyalty, Marketing Cloud Personalization green checkmark green checkmark red crossmark

Activation: AgentExchange partners (Liveramp, Criteo, Tradedesk)

green checkmark green checkmark red crossmark
Activation: API Activation green checkmark green checkmark red crossmark
Activation: Ad Audiences partners (Google Ads, Amazon Ads, Meta, and LinkedIn) green checkmark green checkmark red crossmark
Activation: Communication capping enabled (Marketing Cloud, SFTP, and Microsoft Azure) green checkmark green checkmark red crossmark
Activation: Activation Templates green checkmark green checkmark red crossmark
Activation: Batch DMO green checkmark green checkmark red crossmark
Activation: Streaming (Meta CAPI & Linkedin CAPI) green checkmark green checkmark red crossmark
Activation target: Amazon S3 green checkmark green checkmark green checkmark
Activation target: SFTP, Microsoft Azure, GCS green checkmark green checkmark green checkmark
Activation target: Marketing Cloud green checkmark green checkmark green checkmark
Activation target: Native - Data 360 green checkmark green checkmark green checkmark
Activation target: Commerce Cloud, Loyalty, Marketing Cloud Personalization green checkmark green checkmark red crossmark
Activation target: AgentExchange partners (Liveramp, Criteo, Tradedesk) green checkmark green checkmark red crossmark
Activation target: Ad Audiences partners (Google Ads, Amazon Ads, Meta, and LinkedIn) green checkmark green checkmark(with manual authentication) red crossmark
Activation target: Communication capping enabled (Marketing Cloud, SFTP, and Microsoft Azure) green checkmark green checkmark red crossmark
Advertising Audiences: Marketing Cloud Advertising red crossmark red crossmark red crossmark
Zero Copy - Databricks green checkmark green checkmark green checkmark
Zero Copy - Google BigQuery green checkmark green checkmark green checkmark
Zero Copy - Redshift green checkmark green checkmark green checkmark
Zero Copy - Snowflake green checkmark green checkmark green checkmark
Calculated insight - builder green checkmark green checkmark green checkmark
Calculated insight - SQL green checkmark green checkmark green checkmark
Calculated insight - streaming green checkmark green checkmark red crossmark
Clean room - packages green checkmark green checkmark red crossmark
Clean room - mapped templates green checkmark green checkmark green checkmark
Clean room - collaborations green checkmark red crossmark red crossmark
Connector - Amazon S3 green checkmark green checkmark green checkmark
Connector - Amazon Kinesis green checkmark green checkmark green checkmark
Connector - Azure green checkmark green checkmark green checkmark
Connector - B2C green checkmark green checkmark green checkmark
Connector - CRM green checkmark green checkmark green checkmark
Connector - Google Cloud Storage green checkmark green checkmark green checkmark
Connector - Ingestion API green checkmark green checkmark green checkmark
Connector - Marketing Cloud Account Engagement red crossmark red crossmark red crossmark
Connector - Marketing Cloud Engagement green checkmark green checkmark green checkmark
Connector - Marketing Cloud Personalization red crossmark red crossmark red crossmark
Connector - Mobile SDK green checkmark green checkmark green checkmark
Connector - Snowflake green checkmark green checkmark green checkmark
Connector - Web SDK green checkmark green checkmark green checkmark
Data action - CRM green checkmark green checkmark green checkmark
Data action - Marketing Cloud Engagement green checkmark green checkmark green checkmark
Data action - Webhook green checkmark green checkmark green checkmark
Data action target - Marketing Cloud Engagement green checkmark green checkmark red crossmark
Data action target - Salesforce Platform green checkmark green checkmark green checkmark
Data action target - Webhook green checkmark green checkmark green checkmark
Data 360 reports green checkmark green checkmark red crossmark
Data graph green checkmark green checkmark green checkmark
Data Governance - Tag green checkmark green checkmark green checkmark
Data lake object (DLO) green checkmark green checkmark green checkmark
Data model object (DMO) green checkmark green checkmark green checkmark
Data share green checkmark green checkmark green checkmark
Data share target - Snowflake green checkmark red crossmark red crossmark
Data space - custom green checkmark green checkmark green checkmark
Data space - default green checkmark green checkmark green checkmark
Data transform - batch and streaming green checkmark green checkmark green checkmark
Einstein Studio green checkmark green checkmark green checkmark
Identity resolution green checkmark green checkmark green checkmark
Private Connect for Data Cloud green checkmark red crossmark red crossmark
Salesforce Platform - Data Cloud enrichments - copy fields green checkmark red crossmark red crossmark
Salesforce Platform - Data Cloud enrichments - related lists green checkmark red crossmark red crossmark
Salesforce Platform - Flow green checkmark green checkmark green checkmark
Salesforce Platform - Lightning Web Components green checkmark green checkmark green checkmark
Salesforce Platform - Data Clean Room green checkmark green checkmark red crossmark
Salesforce Platform - Apex green checkmark green checkmark green checkmark
Search Index Configurations green checkmark green checkmark green checkmark
Service Intelligence red crossmark red crossmark red crossmark
Standard Segment - DBT green checkmark green checkmark green checkmark
Standard Segment - Visual Builder green checkmark green checkmark green checkmark
Segment - Real-Time green checkmark green checkmark green checkmark
Segment - Waterfall green checkmark green checkmark green checkmark
Unstructured Data Lake Object (DLO) green checkmark red crossmark green checkmark
Unstructured Data Model Object (DMO) green checkmark green checkmark green checkmark

Additional Resources

To learn more about this topic, review the associated Trailhead content.

Trailhead iconData 360 Sandboxes

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  • Considerations for Sandbox in Data 360
    Refer to these considerations when creating a sandbox and deploying changes from a sandbox in Data 360.
  • Billing Considerations for Data 360 Sandbox
    Understand how Data 360 sandbox usage consumes flex credits and learn strategies to reduce sandbox costs.
  • Create a Data 360 Sandbox
    Develop, test, and train on Data 360 without affecting your production org. Data 360 supports all sandbox types—Developer, Developer Pro, Partial Copy, and Full Copy—but provisions only metadata. Even when you create Partial Copy or Full Copy sandboxes, your production data stays protected. No data is replicated to Data 360 sandboxes.
  • Remove Legacy Metadata from a Data 360 Sandbox
    Data 360 sandboxes configured before August 2024 may contain legacy metadata. Use the cleanup process to remove legacy metadata from the sandbox.
  • Deploy Data 360 Changes Across Orgs
    You can make Data 360 changes in a sandbox and then deploy them to a production org or another sandbox org. Additionally, you can deploy changes from one production org to another production by using a sandbox. Use a DevOps data kit and a change set to deploy the changes to a production org.
  • Replicate Data 360 Configurations Using Local Data Kits
    Move Data 360 metadata and process definitions between data spaces within the same sandbox using the local data kit deployment method. Create a standard data kit in your default data space, and then use a change set to deploy it to other data spaces.
  • Replicate Data 360 Sandboxes Using Cloning
    Clone an existing parent sandbox to reuse Data 360 metadata and configurations, create testing environments faster, and streamline complex DevOps workflows. When you clone a sandbox with Data 360 provisioned, you automatically carry over the same Data 360 metadata and configurations to the cloned sandbox. This process saves setup time and avoids manual configuration.
  • Deploy Direct-DMO Customizations to Production with Sandbox Mergeback
    Starting in Winter '26, you can package and deploy customizations containing direct data model object (DMO) relationship metadata from sandbox to production environments.