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95Electronics Manufacturing

CircuitBoard Industries

A quality and traceability system that turned electronics manufacturing into a zero-defect operation.

0.3%
Defect rate (from 4%)
85%
Rework cost reduction
2.8x
Revenue growth
Growth trajectory — Defect rate
Before: 1.0%After: 0.3%
01The Challenge

An electronics manufacturer with 4% defect rates, no component traceability, and manual testing. Rework costs were eating margins, and a single quality escape could cost millions in recalls.

02The Solution

Built a quality and traceability platform with AI-powered defect detection, component-level traceability, automated testing, and real-time SPC that drove defects to near zero.

03The Outcome

Defect rate dropped from 4% to 0.3%, rework costs dropped 85%, and the manufacturer landed aerospace and medical contracts requiring full traceability.

04What we built

We built a quality and traceability platform with AI-powered defect detection using computer vision at every production stage. Component-level traceability tracked every part from supplier to finished product, enabling targeted recalls instead of blanket recalls. Automated testing replaced manual processes, with results fed into real-time statistical process control. A supplier quality dashboard tracked defect rates by component and supplier, and compliance documentation was generated automatically.

AI-powered computer vision defect detection
Component-level traceability system
Automated testing with SPC
Supplier quality dashboard
Automated compliance documentation
05Build sequence
01
Week 1-3: Factory & quality audit
02
Week 4-7: AI inspection & traceability build
03
Week 8-11: Testing & SPC
04
Week 12-16: Dashboard & rollout
Total timeline16 weeks

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