Factory AI

Defect analysis for small and mid-size manufacturers

Find which factors actually drive defects. Reduce scrap and rework.

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After AI Analysis
  • Defect rates are clear. You see where problems concentrate.
  • Key drivers are found. Each is ranked and explained.
  • What to change is clear. Only high-confidence actions remain.

What Is Factory AI?

Factory AI analyzes production data to find the causes of defects.

You provide your existing production data—we handle the rest. Within a couple of weeks, you receive a data-backed report that highlights root causes of defects and practical improvements to test.

Your Data
Your Data
Machine Learning
Machine Learning
Insightful Report
Insightful Report
Improved Output
Improved Output
Your Data
Your Data
Machine Learning
Machine Learning
Insightful Report
Insightful Report
Improved Output
Improved Output

What We Deliver

Defect Rate Overview
Defect Type Breakdown
Understand the Defect Landscape

We analyze your data to show defect rates, defect types, and how quality varies across key factors.

What Drives Defects

We analyze the data to identify the factors most associated with defects. We rank them and explain why they matter. You get a short list of changes to test.

SHAP Feature Importances
Top Features Driving Risk
SHAP Mold Usage Plot
Example Detail View
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Estimate Your ROI

See the savings from fewer defects.

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Estimates are directional and based on your assumptions.