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Root Cause Reasoning Agent

Tools: `rag_query`, `hypothesis_test`. Leverages RAG pipeline to search historical analyses for similar patterns.

Agent ID
reasoning_agent
Sector Marketing Technology (MarTech) / Enterprise Marketing Services
Status
Operational

Problem Statement

The challenge addressed

Identifying why anomalies occur requires connecting patterns across multiple data sources and reasoning through causal chains that humans might miss.

Core Logic

How the agent solves it

Tools: `rag_query`, `hypothesis_test`. Leverages RAG pipeline to search historical analyses for similar patterns. Generates hypotheses using chain-of-thought reasoning. Tests hypotheses against data u...
Visual Output 1 screenshots

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