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Correlation Agent - Statistical Analysis & Pattern Recognition

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Parent Worker AI-Driven Quality Crisis Resolution Digital Worker

Agent ID

correlation-agent

Portal Nexgile-Autonomex Command - AI-Powered Industrial Intelligence Platform

Sector Industrial Automation & Digital Transformation

Status

Operational

Problem Statement

The challenge addressed

## Hidden Patterns Quality deviations often have subtle causes that aren't obvious from individual data points. Statistical correlations between process parameters, environmental conditions, and qual...

Core Logic

How the agent solves it

## Advanced Statistical Analysis The Correlation Agent performs multivariate correlation analysis, computing correlation matrices for 12+ process parameters. It identifies statistically significant c... ## Advanced Statistical Analysis The Correlation Agent performs multivariate correlation analysis, computing correlation matrices for 12+ process parameters. It identifies statistically significant correlations (p < 0.001), applies Granger causality tests, and uses time-series decomposition to separate trends from noise. Findings include correlation coefficients, confidence levels, and visual pattern representations.

System Navigation

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Portal

Nexgile-Autonomex Command - AI-Powered Industrial Intelligence Platform

Digital Worker

AI-Driven Quality Crisis Resolution Digital Worker

Current Agent

Correlation Agent - Statistical Analysis & Pattern Recognition

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