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Why AI Design Validation Fails on the Manufacturing Floor

May 23, 20261 min read

ManufacturingAI DesignValidationQuality리서치
Manufacturing
Why AI Design Validation Fails on the Manufacturing Floor

Visual module

Visual review map

A compact map of the article: decision, input, validation, and output.

decision-ready evidence
01

Question

제품 결정으로 바꿀 검토 질문

02

Inputs

형상, 재료, load case, 경계조건

03

Gate

V&V, 수렴, uncertainty 확인

04

Output

보고서, 위험 항목, 다음 조치

AI design validation fails when it stops at nominal CAD. Manufacturing evidence needs tolerance, process history, inspection data, defect taxonomy, and decision rules tied back to design features.

Why AI Design Validation Fails on the Manufacturing Floor | RHX.LAB