SOLUTIONS / INSPECTION

Machine vision and AI inspection

From AI model training and deployment to semiconductor wire-bond inspection, high-mix visual inspection and printed-document quality inspection.

PRODUCTS & SYSTEMS

Products and systems in this family

Explore functions, structure and applications by product.

INSPECTION / PROJECTS

Inspection projects and validation

Explore inspection methods and validation paths across factory inspection, assembly inspection, AOI re-inspection and wire-bond measurement.

M-01Case study

Factory-wide AI inspection for engine production

Brings distributed checks across casting, machining and assembly into one monitoring platform.

  • Project context
  • Operational challenges
  • Solution
M-02Case study

AI monitoring of engine assembly sequence

Monitors critical steps and sends exception signals to shop-floor controls.

  • Project context
  • Operational challenges
  • Solution
M-03Case study

Automatic tailgate appearance inspection

Checks assembly consistency under changing lighting and vehicle-position variation.

  • Project context
  • Operational challenges
  • Solution
V-103D profile and metrology

3D wear inspection for shafts and racks

Uses 3D profiles and point clouds to evaluate post-test wear and structure.

  • 3D laser profile
  • Rotary/linear scan
  • Geometric measurement
V-01AOI review / resin parts

Reducing AOI false positives with AI review: a resin-board POC

A second AI decision layer analyses crease and dent candidates after AOI, using manual review as the reference for this POC.

  • AOI + AI
  • Creases and dents
  • Human comparison
V-09High-speed continuous-material inspection

In-process delamination detection for high-speed web materials

Line-scan imaging, anomaly detection, UI alerts, stack lights and buzzers, and equipment interlocks provide an in-process inspection approach for continuous web materials.

  • Line-scan imaging
  • Missing/peeling adhesive
  • Equipment interlock
V-15Semiconductor wire-bond inspection

A small-sample AOI + AI POC for wire-bond appearance defects

AOI geometry and position checks share one workflow with AI recognition of complex defects, testing feasibility with a very small initial sample set.

  • Wire bond
  • AOI + AI
  • Small-sample validation
V-16Wire-bond 2D geometry measurement

A four-field 2D repeatability demo for wire-bond geometry

Multiple lighting conditions and repeated measurements examine the stability of centre, diameter and width for first, second and heavy-wire bonds.

  • 2D measurement
  • Four fields
  • Repeatability range
V-17Wire-bond 3D path and height inspection

Reconstructing wire-bond paths and loop height with focus stacking

Z-stack imaging reconstructs the wire path and measures bond geometry, wire curvature, and relative loop height in a 3D inspection demo.

  • Focus stacking
  • Loop height
  • Path tracking
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