Component Inspection
Detailed Detection of Critical Component Flaws
The OV20i AI Vision System performs detailed inspections of individual components, detecting critical flaws that can impact performance and lead to costly downstream repairs.
Key Applications
Radiator Quality Check
The OV20i automates near-impossible radiator quality checks by detecting 2mm pinhole tube failures on large radiators (3x4 ft) from 15 feet away. This system is uniquely capable of operating in chaotic General Assembly environments, effectively handling challenges such as operators moving in front of the part, inconsistent radiator positions, and complex part geometry, all without external lighting. It can even differentiate between damage on the tube versus the fins, preventing costly repairs by catching issues early in the assembly process.
Metal Piping Dimensional & Structural Integrity
For a major metal piping manufacturer requiring precise cuts and bevels on metal pipes, the OV20i's segmentation recipe accurately identifies a myriad of defects including hot saw cuts, weld caves, open ends, and cracks. Overcoming failures of five prior vision systems due to high detail needs or proximity issues, the versatile tool impressed by generalizing to various pipe lengths, distances, and lighting conditions with minimal training, reducing rework costs and reputational damage.
Electric Motor Coil Winding Issues
Overview AI assists industrial-scale motor manufacturers in detecting coil winding issues in their electric motor assembly line. Exposed windings can cause faults in motor coils and damage the winding machine itself. The OV20i's classification and segmentation algorithm quickly highlights defects, flags them to an operator, and can stop the winding process to prevent damage — detecting a wide variety of failure modes and image angles even with only a handful of training images.
Why Manufacturers Choose Overview AI
Built for the unique challenges of individual component inspection at scale.
Extreme Detail Detection
Detect 2mm pinholes from 15ft away. Our AI sees what previous vision systems and human inspectors cannot.
Adapts to Any Part
Generalizes across pipe lengths, component sizes, and lighting conditions with minimal retraining.
No External Lighting
Operates reliably in chaotic General Assembly environments without specialized lighting setups.
From Install to Production in Hours
No months-long integrations. No dedicated vision specialists. Just fast, accurate inspection.
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.
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.
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.
NVIDIA-powered on-device processing. No cloud dependency.
Store weeks of production data directly on each camera.
EtherNet/IP, Profinet, Modbus TCP — no middleware needed.
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.
Ready to Automate Component Inspection?
See how Overview AI vision deployments drive real results in days, not months.