Public Beta Features
2 minute read
Public Beta features are stable, production-ready and available to all RudderStack users. These features have undergone extensive testing and are considered safe for production use. While they may still receive updates and improvements based on user feedback, they offer reliable functionality with minimal risk.
Features list
Data Governance
AI features
Integrations
Data governance
The following sections explain each of the Public Beta features that are a part of RudderStack’s Data Governance offering.
Rudder CLI
The Rudder CLI tool lets you manage RudderStack resources as code, including Tracking Plans and the Data Catalog, SQL models for Reverse ETL, Event Stream sources, and Transformations.
You can define resources in YAML files and use Git-based workflows for collaboration and version control.
See the Rudder CLI documentation to get started.
AI features
The following sections explain the RudderStack AI features currently in Public Beta.
RudderAI in Dashboard
RudderAI in Dashboard is a side-panel chat assistant in the RudderStack dashboard. You can monitor pipelines, debug issues, analyze data quality, and get documentation answers without leaving the page you’re on. This feature is currently available for new signups only.
See the RudderAI in Dashboard documentation to learn more about this feature.
Rudder Lookout
Rudder Lookout is an AI analytics and activation agent for marketing teams. You describe the customers you want to reach in plain language and the agent builds the audience from your warehouse data, shows you what is in it, and sends it to the destinations your team already uses. You can also ask questions about your data and save the answers as dashboards.
See the Rudder Lookout documentation to learn more about this feature.
Integrations
The following sections explain the RudderStack integrations currently in Public Beta.
Sources
Below is the list of Beta sources available in RudderStack:
Destinations
Below is the list of Beta destinations available in RudderStack:
Accoil Analytics

AdRoll
Braze Audiences

ClickSend
Factors.ai
Iterable Audience
Lytics Bulk Upload
Microsoft Fabric

Pinterest Audience

Postscript
Smartly
