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Quality Inspector Agent

The Quality Inspector Agent performs real-time SPC analysis (control charts, Cpk/Ppk calculations), classifies defects using historical pattern matching, traces quality issues to upstream process variables using multivariate correlation, forecasts quality trends, and generates Pareto analyses with prioritized improvement actions ranked by quality impact..

Agent ID
quality-inspector
Sector Thermoplastic Manufacturing & Custom Assembly Machines
Status
Operational

Problem Statement

The challenge addressed

Quality issues propagate through production before detection, SPC charts require expert interpretation, and defect root causes span multiple process variables that humans cannot correlate at scale.

Core Logic

How the agent solves it

The Quality Inspector Agent performs real-time SPC analysis (control charts, Cpk/Ppk calculations), classifies defects using historical pattern matching, traces quality issues to upstream process vari...

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