Bruin
The AI data agent that collaborates with your team
72 followers
The AI data agent that collaborates with your team
72 followers
The AI Data Agent that lives, breathes, and collaborates with your team. A data analyst agent that integrates into your Slack, Teams, etc. and built on top a strong context & semantic layer using Bruin's very own open-source tools or from your existing dbt, LookML, etc. Make your agent live inside every conversation, collaborate across teams, deep dive into the data, find insights, and turn them into actionable tasks.
Interesting approach combining semantic layers with conversational workflows instead of building another standalone AI dashboard. The Slack/Teams integration feels practical for real analyst collaboration. Curious how you handle metric consistency and hallucination risks when multiple teams query the same data differently.
The PR-generation flow is most interesting part here. Reviewing the Agent generated changes feels different from reviewing normal Human PRs because you're also validating the automation boundaries themselves. whether this reduced or increased review overhead internally.
Since the agent relies on an existing semantic layer like dbt or LookML to provide context, how does it handle schema drift when underlying table structures change? I am curious if the agent can autonomously suggest updates to the semantic mapping when it detects a mismatch, or if it requires a manual re-sync to maintain a deterministic link between natural language queries and the warehouse data.
The reverse-ETL trigger for a specific client ID is the detail that makes this actually agentic rather than just a fancy SQL chatbot-that's a write action with real downstream consequences. So I had a ques- what's the permission model? Like if a sales rep asks Bruin in a shared channel to backfill missing data for a client, can it just do that, or does it check whether that person has the rights to trigger that pipeline? Curious whether authorization is inherited from the user asking or from whoever connected the warehouse.