Metal Stamping Inspection

AI-Powered Defect Detection for Stamped Metal Parts

Real-time automated inspection detects cracks, splits, burrs, and surface defects in stamped metal parts during production — even on shiny, reflective surfaces where traditional systems fail. Reduce scrap by 40%+ with AI-powered quality control.

100% Detection Accuracy
40%+ Scrap Reduction
1 mo ROI

Key Applications

Progressive Die Stamping Inspection

Overview.ai excels at detecting and classifying multiple defects in metal stamping in a single pass. It addresses challenges such as identifying subtle defects like small splits, partial splits, pre-splits, necking, and surface irregularities on shiny metal surfaces. Traditional systems often miss these due to high reflectivity and the subtlety of the defects. The system's advanced segmenter and powerful AI ensure robust defect detection, significantly outperforming manual inspection methods and maintaining high-quality stamped components.

Transfer Press & Deep Draw Inspection

Our automated AI vision inspection system identifies stamping defects in real-time with 100% accuracy, reducing scrap rates by 40%+ and inspection time by 75% — without slowing down your transfer press operations. The system catches micro-defects that humans miss, detecting cracks as small as 0.1mm, pre-splits, and subtle surface irregularities while tracking defect trends by type, die set, and shift for continuous improvement.

6 Critical Defect Types Detected

Deep learning models detect and classify all major stamping defect categories simultaneously — no separate systems per defect class.

Cracks & Splits

Through cracks, partial splits, pre-splits, edge cracks

Surface Defects

Scratches, gouges, pitting, wrinkles & folds

Burrs & Edge Defects

Burrs, incomplete cuts, edge rollover, shear marks

Deformation & Shape

Bending, necking, warping, spring-back issues

Die Forming Issues

Incomplete forming, die marks, tool wear, misalignment

Dimensional Errors

Thickness, hole position, edge distance, trim line

The Overview AI Advantage

Why Manufacturers Choose Overview AI

Purpose-built for high-speed metal stamping inspection where every part matters.

  1. 75% Faster Inspection
    Inspect every part at full production speed without bottlenecks — no slowing down progressive die or transfer press operations.

  2. Handles Reflective Metal
    Shiny, reflective surfaces defeat traditional vision systems. Our AI handles glare and high reflectivity that cause other systems to fail.

  3. Production Analytics
    Track defect trends by type, die set, and shift. Real-time dashboards and instant alerts drive continuous improvement.

From Install to Production in Hours

No months-long integrations. No dedicated vision specialists. Just fast, accurate inspection.

1. Install & Configure
Mount the camera, connect to your network via any browser — no software installs, no license keys. Full system operational in under 2 hours.

2. Train with Real Images
Capture as few as 5 production images, label defects in-browser, and train a production-grade model. Built-in augmentation generates 10x more training data automatically.

3. Deploy & Retrain
Push the model to the camera — no export steps, no IT tickets. Retrain on new edge cases from the production floor in under 1 hour, zero downtime.

Built for the Factory Floor

Enterprise-grade hardware and software designed for 24/7 industrial operation.

  • TOPS AI Compute: NVIDIA-powered on-device processing. No cloud dependency.
  • On-Device Images: Store weeks of production data directly on each camera.
  • Native Protocols: EtherNet/IP, Profinet, Modbus TCP — no middleware needed.
  • Industrial Rated: IATF 16949, AS9100, ISO 13485, IEC 62443 certified.

Node-RED on Every Camera

Visual programming for PLC triggers, reject mechanisms, data logging, and MES/ERP integration via REST APIs.

Custom Dashboards

Build operator, engineer, and management views with standard HTML/CSS/JS. Access from any browser on the network.

Haystack Discovery

Surface unknown defects and outliers automatically. Retrain to catch them — no vendor involvement required.