Quality Control Vision
🔬 Solution

AI-Powered Quality Control
at Production Speed

Deploy sub-millimetre defect detection across every product, every shift — without slowing your line. Our vision systems outperform human inspection at a fraction of the cost.

99.7%
Detection Accuracy
<2ms
Per-frame Latency
0.01mm
Minimum Defect Size
100%
Parts Inspected
-94%
Defect Escape Rate

Vision Inspection That Never Blinks

Our multi-camera inspection cells mount inline with your existing production equipment. Deep learning models trained on your specific parts, materials, and defect types deliver real-time classification and rejection signals.

🎯

Custom Model Training

Models trained on your actual defects — scratches, cracks, voids, dimensional variance, colour deviation, and more.

Inline Rejection

Sub-2ms inference triggers automated rejection gates or line stops with zero human intervention required.

📋

Full Traceability

Every inspected part logged with timestamp, image, classification, and confidence score for audit compliance.

Automated quality control
REAL-TIME DETECTION
AI Camera defect detection
AI CLASSIFICATION

Detect What Human Eyes Miss

From surface blemishes invisible to the naked eye to micro-fractures detectable only under structured light, VisionForge covers the full spectrum of inspection requirements.

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Multi-Spectral Imaging

UV, IR, polarised, and structured light modes for different material types and defect categories.

📐

3D Measurement

Stereo and structured-light 3D for dimensional verification, flatness, and height measurement.

🔄

Continuous Learning

Models retrain automatically from production feedback, improving accuracy with every shift.

100+ Defect Categories Out of the Box

Pre-trained models available for common defect types, with custom training for your specific products.

01

Surface Defects

Scratches, dents, pits, corrosion, paint defects, finish inconsistencies — detected to micron-level resolution.

02

Dimensional Variance

Sub-millimetre measurement of lengths, diameters, radii, angles, and tolerances against CAD specifications.

03

Assembly Verification

Presence/absence detection of components, fasteners, labels, and seals. Wrong-part and missing-part detection.

04

Weld & Joint Quality

Porosity, undercut, spatter, incomplete fusion, and crack detection in weld seams and soldered joints.

05

Colour & Print QC

Colour delta-E measurement, label OCR verification, barcode and QR code validation, and artwork inspection.

06

Foreign Object Detection

Contamination, foreign material, and embedded particles in food, pharmaceutical, and precision parts.

From Factory Floor Survey to Live Inspection in 6 Weeks

Our proven implementation methodology minimises disruption to your production schedule.

1

Vision Audit & Scope

Our engineers survey your production line, identify inspection points, and define defect taxonomy with your quality team.

2

Camera & Lighting Design

Custom illumination and camera placement designed for your part geometry, surface finish, and line speed requirements.

3

Data Collection & Model Training

We collect labelled image datasets from your actual production and train defect-specific deep learning models.

4

Validation & Acceptance Testing

Full validation against your quality standards, including gauge repeatability and reproducibility (GR&R) studies.

5

Go-Live & Continuous Support

Production deployment with 24/7 remote monitoring, model updates, and on-site support from our Hampshire engineers.

See What Your Line is Missing

Request a free inspection analysis. Send us 50 sample images from your production and we'll demonstrate detection within 48 hours.

Request Free Analysis → See Customer Results