Ramp built an AI agent called Ramp Research that answers data questions directly in Slack, processing over 1,800 queries from 300 users since launch. The system combines metadata from dbt, Looker, and Snowflake with domain expertise documentation, using agentic reasoning to inspect data like a human analyst. This approach
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