Built for Production

Accurate

Micro Defects

≥99% Detection Rate

Designed for sub-millimeter surface defects.

Efficient

Inline Ready

Cycle time tuned to part and station.

Flexible

Multi-model Lines

Multi-supplier
Multi-model
Mixed Production

Connected

Quality Data

Link defects with PLC/MES and production context.

Wheel Defect Inspection

Wheel Defect Inspection
AI wheel surface defect inspection results
Production Validation

Full-Surface Wheel Inspection

Reflective surfaces. Mixed models and colors. Dozens of defect types.

≤12 s
per wheel
≥99%
detection rate
≤5%
over-reject
15-22 in
mixed models

Deployed at multiple wheel manufacturers.

From Inspection to Quality Data

Every inspection becomes traceable production data.

01

Capture

Type · size · location · image

02

Link

Model · shift · PLC/MES context

03

Analyze

Trends · heatmaps · correlations

04

Improve

Before / after verification

Business Value

Less recheck. Lower escape risk. Faster quality response.

Less Recheck

Manual ↓

Lower Escape Risk

Escapes ↓

Site-Specific ROI

Custom

Output · staffing · quality cost

ROI is calculated from site-specific production and quality data.

Production Workflow

1

Load

Position & cycle

2

Capture

Cameras & optics

3

Configure

Models & rules

4

Inspect

Detect · measure · OCR

5

Decide

PLC · MES · trace

6

Improve

Trends & process

Beyond Wheels

Validated inspection concepts for other complex surfaces.

Automotive chrome trim surface defect inspection results

Chrome Trim

Reflective surface defects

Automotive steering knuckle defect inspection results

Steering Knuckle

Localized structural defects

Sheet and continuous material surface defect inspection results

Sheet & Coil

Continuous surface inspection

Shaped glass bubble and surface damage inspection result

Shaped Glass

Bubbles & surface damage

Validation samples shown.