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Pattern Analyzer Agent

Performs advanced statistical analysis on collected defect data. Calculates process capability indices (Cpk, Ppk), identifies trends using control chart analysis (UCL/LCL), detects correlations between process variables and defect occurrence, conducts Pareto analysis for prioritization, and generates correlation matrices for multi-factor analysis.

Agent ID
pattern-analyzer-agent
Sector Tier 1 Automotive Supplier & Industrial Manufacturing
Status
Operational

Problem Statement

The challenge addressed

Identifying meaningful patterns and correlations in manufacturing defect data requires statistical expertise and analysis of large datasets across multiple variables.

Core Logic

How the agent solves it

Performs advanced statistical analysis on collected defect data. Calculates process capability indices (Cpk, Ppk), identifies trends using control chart analysis (UCL/LCL), detects correlations betwee...

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