December 2025
Machine Vision vs AI Vision for Quality Control (2026)
Understand the differences between traditional machine vision and AI vision for quality control. Learn which technology is right for your manufacturing needs.
Read More
Insights
Blog & Resources
Insights, best practices, and industry trends in AI-powered manufacturing quality control
December 2025
Edge AI for OT: Reducing Attack Surface While Keeping Quality Running
Manufacturing is now the #1 target for OT-focused attacks. Learn how edge AI vision systems reduce cybersecurity risk by keeping AI inference on-device with no cloud in the decision loop.
Read More
November 2025
Chinese OEMs Are Winning on Manufacturing Cost - And the Data Shows Exactly Why
BCG latest study reveals Chinese OEMs enjoy 20-75% cost advantages through automation, factory design, and quality control. Here is what it means for Western manufacturers.
Read More
October 2025
Ghost Defects in Battery Welds: How Edge AI Makes the Invisible Visible
How Overview AI’s OV80i uses an edge-first AI vision stack to detect micron-scale weld misalignments on reflective battery caps, a critical ‘ghost defect’ missed by other systems.
Read More
October 2025
AI Vision for Gear Defect Detection in Metal Machining
How Overview AI’s OV20i used a segmentation model trained on 11 samples to detect surface and gear-tooth defects with 100% accuracy.
Read More
October 2025
How AI Vision Simplifies Multi-Point Inspection for Complex Assemblies
Discover how Overview AI’s OV20i system performed stable multi-point inspection across castle, pin, clip, and insert components with minimal data and zero recalibration.
Read More
October 2025
Photometric AI Vision for Edge Defect Detection in Metal Stamping
Overview AI’s photometric mode enabled high-accuracy edge defect detection on reflective stamped parts using a classifier trained on only 20 images.
Read More
October 2025
AI Bolt & Fastener Inspection on Reflective Surfaces
Loose or missing fasteners threaten reliability in automotive and aerospace assemblies. Learn how Overview AI\
Read More
October 2025
AI Soft-Set Detection for Press-Fit Assemblies
Soft-set press-fit defects hide deep in assemblies where sensors can\
Read More
October 2025
AI Surface Defect Detection for EV Sensors | Overview
Learn how Overview AI helps EV and electrification suppliers detect microscopic scratches and blemishes on sensitive sensor modules using AI vision trained with only 16 images-achieving state-of-the-art accuracy under challenging lighting.
Read More
October 2025
AI Vision for Foam Mold Clip Detection
Learn how Overview AI’s OV20i vision system achieved 100% accuracy detecting black clips inside foam molds despite resin buildup, vibration, and mold variation.
Read More
October 2025
AI Vision for PCB Inspection: Catch Solder Defects, Protect Yield
AI vision for PCB/SMT: detect solder bridges, tombstones, and polarity errors with pose-tolerant models and edge inference that protect first-pass yield.
Read More
Showing 85–96 of 111 articles
Additional Resources
Technical Documentation
Access detailed technical specifications, integration guides, and API documentation for Overview.ai products.
View DocumentationCase Studies
Learn how leading manufacturers have transformed their quality control with Overview.ai's AI-powered inspection.
Request Case Studies