A multi-agent system for automated data pipeline incident response
The problem: Fivetran syncs fail silently across connector, schema, transformation, and data quality layers. On-call engineers spend hours triaging root causes before they can act.
The solution: PRE receives structured failure signals, classifies the root-cause layer with a deterministic scorer, dispatches specialist sub-agents to investigate via live Fivetran API calls, and routes any destructive fix through a human-in-the-loop approval gate — before executing on the real system.