Rudder AI Security and Compliance
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Understand Rudder AI’s security model, data privacy guarantees, and compliance features for protecting your workspace and customer data.
This guide explains Rudder AI’s security model, access controls, and data privacy policy.
Access control
This section explains Rudder AI’s access control policy.
Workspace isolation
Rudder AI can only access your production workspace. It cannot access other workspaces.
Write permissions by mode
Rudder AI’s access levels vary by its operating mode:
| Mode | Access permissions |
|---|
| Standard mode | No write access to any workspace components |
| Advanced mode | Can only create, modify, and delete transformations. Cannot modify sources, destinations, or other configuration |
Shared channel access
Anyone in the designated Slack channel can use Rudder AI — this includes users who may not have direct access to the connected RudderStack workspace.
Note that:
- All interactions are visible to everyone in the channel
- Rudder AI responds only in the designated shared channel, not in other channels or direct messages
Revoke access
Contact your RudderStack representative to revoke access to Rudder AI. Once the access is revoked, Rudder AI will then be removed from your Slack channel and immediately lose access to your RudderStack workspace.
Data privacy
This section covers details on the model provider used for Rudder AI and its data retention and PII handling policies.
AI model provider
Rudder AI uses Amazon Bedrock for processing your queries and generating responses.
No data is used to train AI models and the conversations are not stored.
PII handling
PII protection varies depending on Rudder AI’s operating mode:
Standard mode
Standard mode provides comprehensive PII masking and protection. Rudder AI has no access to unmasked customer PII.
Tools that access event payload data automatically mask sensitive fields before sending to the AI. Masking preserves data structure for debugging while protecting actual values.
Advanced mode
Advanced mode includes the following PII considerations:
| Feature | PII handling |
|---|
| Transformation management | Same PII protection as Standard mode |
| SQL Agent (coming soon) | Unmasked PII may be visible to the AI provider when querying your warehouse — however, it is not stored or used for training. |
When using SQL Agent in Advanced mode, unmasked PII is sent to Amazon Bedrock.
While Amazon Bedrock does not store or use data for training, this represents higher data exposure than Standard mode.
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