Insights, best practices, and industry trends in AI-powered manufacturing quality control
October 2025
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.
October 2025
How Overview AI’s OV20i used a segmentation model trained on 11 samples to detect surface and gear-tooth defects with 100% accuracy.
October 2025
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.
October 2025
Overview AI’s photometric mode enabled high-accuracy edge defect detection on reflective stamped parts using a classifier trained on only 20 images.
October 2025
Loose or missing fasteners threaten reliability in automotive and aerospace assemblies. Learn how Overview AI\
October 2025
Soft-set press-fit defects hide deep in assemblies where sensors can\
October 2025
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.
October 2025
Learn how Overview AI’s OV20i vision system achieved 100% accuracy detecting black clips inside foam molds despite resin buildup, vibration, and mold variation.
October 2025
AI vision for PCB/SMT: detect solder bridges, tombstones, and polarity errors with pose-tolerant models and edge inference that protect first-pass yield.
October 2025
Discover how AI vision systems achieve 100% inspection accuracy, saving manufacturers millions in defect costs. Intel saves $2M annually with AI defect detection.
October 2025
Detect roll marks, wrinkles, and surface deformations in metal rolling with AI vision inspection. Prevent costly material waste and improve surface quality in steel, aluminum production.
October 2025
Detect scratches, pits, edge cracks, and surface defects on steel strips with AI-powered vision inspection. Achieve 99.9% accuracy in real-time steel manufacturing.
October 2025
Detect weld porosity, cracks, incomplete fusion, and spatter with AI vision inspection. Achieve 100% accuracy in automotive, aerospace, and heavy manufacturing welding quality control.
September 2025
Learn the top 12 tablet defects in pharma manufacturing—causes, prevention, and how AI-powered inspection ensures 100% accuracy.
January 2025
How AI vision and precision optics deliver 100% accuracy detecting sub-millimeter scratches on reflective medical device components. Achieve microscope-level clarity at factory speed with OV80i.
January 2025
Cut AI vision training time by 90%. Edge-based OV10i, OV20i, and OV80i systems train models in under 1 hour—not weeks. Fast deployment, faster ROI.
October 2024
Discover the critical quality inspection challenges in battery gigafactories and how AI vision systems address scale, precision, and speed requirements.
January 2024
Complete guide for implementing AI in manufacturing quality control. Learn how AI transforms defect detection, improves accuracy, and reduces waste.
January 2024
Detect weld misplacement and cosmetic issues on battery tabs/sealing pins with OV80i. Flexible lenses/lighting + in-camera NVIDIA AI and browser-based training.
January 2024
Discover how AI-powered vision systems detect cosmetic defects in pharmaceutical blister pack and cap welds. Learn about automated inspection solutions that ensure product integrity, reduce waste, and maintain compliance with regulatory standards.
January 2024
Learn why local support is critical for industrial vision deployment success. Overview.ai expands Ohio coverage for faster response and better service.
January 2024
Discover how AI vision systems reduce manufacturing defects with higher accuracy, 24/7 consistency, real-time analysis, cost savings, and scalability.
January 2024
Learn how sensor resolution, pixel size, and shutter type impact AI inspection accuracy. Compare Overview.ai OV10i, OV20i, and OV80i vision systems.
January 2024
Deploy AI vision inspection in under an hour without programming. Learn how to train defect detection models with Overview.ai\
Access detailed technical specifications, integration guides, and API documentation for Overview.ai products.
View DocumentationLearn how leading manufacturers have transformed their quality control with Overview.ai's AI-powered inspection.
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