CASO DE ESTUDIO

Cosmetic Perfection: 50% Labor Savings in Automotive Door Trim Inspection

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Automotive Door Trim Inspection Case Study | UnitX

Automotive Door Trim Inspection Case Study | UnitX

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Introduction: The First Impression

When a customer opens a new car door, the interior trim is one of the first things they see and touch. It is a primary aesthetic feature. A scratch, a “hairline” crack, or a black spot on a silver trim isn’t a safety hazard—but it kills the brand’s reputation for quality.

For suppliers, OEMs mandate “defect-free” deliveries. Traditionally, achieving this level of precision required extensive manual inspection teams conducting exhaustive visual assessments under high-intensity lighting. This process is subjective, expensive, and slow. Our client was spending too much time (20-25 seconds per part) and money on manual checks.

The Challenge: Speed and Subjectivity

The goal was to automate the inspection of Molduras de puertas para automóviles to save labor costs and lock in consistent quality standards.

The challenges were distinct:

  1. Complex Defects: The system had to spot subtle aesthetic issues like “sandpaper marks,” “hairlines,” and “discolored spots” on both negro y plata superficies.
  2. Dual-Sided: Inspection was needed on both Side A (visible) and Side B.
  3. Velocidad: The manual cycle time of 20-25s was a bottleneck.

Speed and Subjectivity

Automotive door trims require flawless aesthetic quality to meet OEM standards

The Solution: A Turnkey Robotic Cell

UnitX delivered a turnkey “Load–Inspect–Sort” cell that completely automates the workflow.

A Turnkey Robotic Cell

A six-axis robot manipulates the OptiX system for comprehensive inspection in a guarded bay

Como Funciona:

  • Precisión robótica: A robot de seis ejes mueve el UnitX OptiX imaging system over the part (or moves the part under the camera), enabling complex scan paths that cover every curve of the trim.
  • Análisis de IA: El proceso de CorteX AI analyzes high-resolution images in real-time.
  • Clasificación automatizada:
    • OK Panels: Automatically placed on the shipping pallet.
    • NG Parts: Diverted to a reject bin.
    • Registro de datos: Full data logging ensures traceability for every shipped part.

Results: Faster, Cheaper, Better

The transition from manual to AI inspection delivered drastic operational improvements.

1. Cycle Time Slashed

Before: 20s–25s (Manual).

After: 8s–14s (AI Automation).

The system essentially doubled the throughput capability of the inspection station.

2. 50%+ Labor Cost Reduction

Impact: Saved 50%+ in labor costs.

Reduced the inspection team from 4 people to 2 people.

This direct ROI makes the system pay for itself rapidly while freeing up staff for higher-value tasks.

3. Reliable Aesthetic Quality

  • Tasa de aceptación falsa: un 0.1%.
  • False Rejection Rate: ≤ 5%.
  • The AI successfully detects difficult defects like scuff marks, hairlines, and black spots on both black and silver finishes.

Faster Cheaper Better

The AI detects subtle aesthetic flaws like hairlines and scuff marks that undermine perceived quality

Conclusión

In the automotive interior market, perception is reality. UnitX helps suppliers protect that perception while drastically cutting costs. By reducing cycle time by ~50% and labor by 50%, our robotic inspection cell turns a cost center into a competitive advantage.

Want to cut your inspection cycle time in half?
Contacto UnitX to automate your interior trim lines.

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