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Root Cause Analysis Agent

Implements causal inference analyzing temporal relationships, tests hypothetical interventions, identifies confounding variables, produces ranked causes with confidence scores, supporting evidence, and verification steps..

Agent ID
RootCauseAnalyzerAgent
Sector Renewable Energy, Clean Technology, Solar Power & Battery Storage
Status
Operational

Problem Statement

The challenge addressed

Understanding underlying causes requires causal inference rather than simple correlation.

Core Logic

How the agent solves it

Implements causal inference analyzing temporal relationships, tests hypothetical interventions, identifies confounding variables, produces ranked causes with confidence scores, supporting evidence, an...