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Confounder Detection
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- Article · AI Agents
Distinguishing Correlation from Causation in Ecommerce Pricing Experiments: An Enterprise Multi-Agent LangGraph RAG Approach
By architecting a Multi-Agent LangGraph system with RAG, we empowered specialized agents to collaboratively investigate causality. The Data Agent extracts metrics, the RAG Agent surfaces critical historical and market context, the Causal Inference Agent applies rigorous Difference-in-Differences methodology, and the Reporting Agent delivers an explainable verdict.
