Leverage RudderStack’s AI-powered agent to manage and interact with your RudderStack workspace from Slack or the RudderStack dashboard.

RudderAI is an AI agent that helps you maintain and interact with your RudderStack workspace using natural language. You can use RudderAI from your designated Slack channel or directly in the RudderStack dashboard.

Key features

  • Monitor pipeline health: Check event volumes, success rates, and delivery metrics across sources and destinations
  • Debug issues faster: Analyze failed events and transformation errors with masked PII protection
  • Access configuration: View sources, destinations, transformations, and Tracking Plans
  • Query documentation: Get AI-powered answers to RudderStack product questions

Operating mode

RudderAI operates with read-only access to your workspace and complete PII protection. This mode handles most of your monitoring and debugging use cases.

Access and permissions

Note that:

  • RudderAI cannot modify sources, destinations, or other workspace configuration. All operations are read-only.
  • RudderAI works within your production workspace only.

Slack

Contact your RudderStack representative to enable RudderAI for Slack, change your designated Slack channel, or opt out of RudderAI.

In Slack, RudderAI responds only in your designated channel. You cannot use it in direct messages or other channels. See RudderAI in Slack for details.

RudderStack dashboard

RudderAI in Dashboard is currently in Public Beta and is available for new signups only.

In the RudderStack dashboard, organization admins control access using the Enable RudderAI toggle in Settings > Organization. See RudderAI in Dashboard for details.

Data privacy

RudderAI uses Amazon Bedrock for AI processing. Your data is never used to train AI models, and conversation data is not stored by the AI provider.

Note that customer PII is automatically masked before reaching the AI. The masking preserves data structure for debugging while protecting actual values, ensuring the AI does not see any PII.

Help and support

Make sure to provide feedback on RudderAI’s responses by clicking 👍 or 👎 on the response.

You can also contact your RudderStack representative to share feedback about the assistant or suggest features you would like to see added or improved.

Next steps

Questions? Let's figure it out together.

Join the RudderStack Slack community to connect with other users, customers, and the RudderStack team — or reach out for direct support.