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Root Cause Agent

Constructs hierarchical fault trees using Fault Tree Builder (320ms) with Bayesian probability calculations. Applies Bayesian Network inference (450ms) for causal analysis.

Agent ID
root-cause-agent
Sector Industrial Automation & Robotics
Status
Operational

Problem Statement

The challenge addressed

Determining the true root cause of manufacturing issues requires systematic analysis that traces symptoms back through causal chains while quantifying the probability of different failure modes.

Core Logic

How the agent solves it

Constructs hierarchical fault trees using Fault Tree Builder (320ms) with Bayesian probability calculations. Applies Bayesian Network inference (450ms) for causal analysis. Runs FMEA Analyzer (280ms)...

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