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Root Cause Analyst Agent

The Root Cause Analyst synthesizes evidence from Defect Analyzer, Sensor Forensics, and Knowledge Retriever using causal reasoning techniques. Performs 5-Whys analysis to build causal chains, applies Bayesian inference to calculate hypothesis probabilities, evaluates and rules out alternative hypotheses with evidence, identifies contributing factors with impact assessment, and delivers root cause determination with confidence score and supporting evidence package.

View Core Logic Back to Worker

Parent Worker Quality Crisis Response Digital Worker

Agent ID

root-cause-analyst

Portal Nexgile-AutoAgents Forge

Sector Thermoplastic Manufacturing & Custom Assembly Machines

Status

Operational

Problem Statement

The challenge addressed

Determining the true root cause from multiple potential factors (equipment, material, process, environment, operator) requires systematic causal reasoning that considers all evidence, alternative hypo...

Core Logic

How the agent solves it

The Root Cause Analyst synthesizes evidence from Defect Analyzer, Sensor Forensics, and Knowledge Retriever using causal reasoning techniques. Performs 5-Whys analysis to build causal chains, applies... The Root Cause Analyst synthesizes evidence from Defect Analyzer, Sensor Forensics, and Knowledge Retriever using causal reasoning techniques. Performs 5-Whys analysis to build causal chains, applies Bayesian inference to calculate hypothesis probabilities, evaluates and rules out alternative hypotheses with evidence, identifies contributing factors with impact assessment, and delivers root cause determination with confidence score and supporting evidence package.

System Navigation

Explore related components

Portal

Nexgile-AutoAgents Forge

Digital Worker

Quality Crisis Response Digital Worker

Current Agent

Root Cause Analyst Agent

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