RudderStack AI Features

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RudderStack’s AI features let you manage your workspace, monitor your pipelines, and troubleshoot any data flow problems.

RudderStack currently provides the following AI capabilities:

Rudder Assist

Rudder Assist is an AI agent that helps you maintain and interact with your RudderStack workspace through Slack. You can use natural language to monitor pipeline health, debug issues, analyze data quality, and get recommendations for optimizing your workspace configuration.

Rudder Assist operates in two modes:

  • Standard mode: Read-only access with PII protection for monitoring and debugging
  • Advanced mode: Write access for transformation management and warehouse analytics (coming soon)

Get started

Questions? Contact us by Email or on Slack