Manufacturing Case Studies

Real-world success stories showcasing Overview.ai's AI vision systems in manufacturing applications.

8 Case Studiesavailable for download
Open-Flap Packaging Inspection on a High-Speed Carton Line - Manufacturing case study
Manufacturing

Open-Flap Packaging Inspection on a High-Speed Carton Line

Open versus closed flap detection on a personal care carton line running at 200 parts per minute with zero tolerance for missed defects. An OV20i triggered off the existing line sensor, and a classification model trained on-site in a single day reached 100% inspection coverage validated at full 200 ppm throughput.

Paper Towel Perforation and Web Inspection - Manufacturing case study
ManufacturingDetailed

Paper Towel Perforation and Web Inspection

Continuous full-web inspection on a converting line at full line speed, replacing manual sampling at the rewinder. The OV20i catches missed, over, double, and skewed perforations plus tears, stains, wrinkles, and emboss defects, trained from good product only with zero escapes as the deployment standard.

Wood Flooring Scratch Inspection with Synthetic Data and Style Transfer - Manufacturing case study
ManufacturingDetailed

Wood Flooring Scratch Inspection with Synthetic Data and Style Transfer

One synthetic scratch authored on real wood, then retargeted across laminate, veneer, and composite finishes with Style Transfer. New finishes onboard ~12.4× faster with zero planks intentionally damaged.

Inner Bore Inspection and Defect Detection - Manufacturing case study
Manufacturing

Inner Bore Inspection and Defect Detection

AI-powered inspection system for detecting internal bore defects and dimensional variations in precision-machined components

Mobile Defect Lab - Portable Quality Inspection - Manufacturing case study
Manufacturing

Mobile Defect Lab - Portable Quality Inspection

On-site quality inspection solution providing real-time defect detection capabilities anywhere in your facility

Industrial Pipe Face Inspection - Manufacturing case study
Manufacturing

Industrial Pipe Face Inspection

Ensuring weld quality and dimensional accuracy in critical pipe connections

Robotic Arm Loading Verification - Manufacturing case study
Manufacturing

Robotic Arm Loading Verification

Real-time verification of robotic loading operations for zero-defect assembly

Wire Braiding Quality Control - Manufacturing case study
Manufacturing

Wire Braiding Quality Control

Detecting braiding defects and ensuring consistent coverage in cable manufacturing

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