Case Studies

Explore real-world implementations of Overview.ai vision systems across industries. Download detailed case studies to see how we solve complex inspection challenges.

DetailedMulti-page studies with technical descriptions & implementation guides
Electronics High Speed Array Connector Pin Defects and Dust Detection - Electronics case study image showing multi-class defect detection on high-density automotive connectors, identifying missing, broken, and bent pins plus tiny debris with 100% accuracy and sub-second cycle times
ElectronicsDetailed

Electronics High Speed Array Connector Pin Defects and Dust Detection

Multi-class defect detection on high-density automotive connectors, identifying missing, broken, and bent pins plus tiny debris with 100% accuracy and sub-second cycle times

Beef Fat Content Analysis with AI Vision - Food & Beverage case study image showing ai-powered real-time fat content measurement and grading for beef processing, enabling consistent quality control and automated sorting in meat production facilities
Food & BeverageDetailed

Beef Fat Content Analysis with AI Vision

AI-powered real-time fat content measurement and grading for beef processing, enabling consistent quality control and automated sorting in meat production facilities

Pasta Crack Detection and Quality Inspection - Food & Beverage case study image showing automated crack and fracture detection in pasta manufacturing, ensuring product integrity and reducing waste in high-speed production lines
Food & Beverage

Pasta Crack Detection and Quality Inspection

Automated crack and fracture detection in pasta manufacturing, ensuring product integrity and reducing waste in high-speed production lines

Inner Bore Inspection and Defect Detection - Manufacturing case study image showing ai-powered inspection system for detecting internal bore defects and dimensional variations in precision-machined components
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 image showing on-site quality inspection solution providing real-time defect detection capabilities anywhere in your facility
Manufacturing

Mobile Defect Lab - Portable Quality Inspection

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

Medical Equipment Surgery Scratch Defect Detection - Medical case study image showing ai-powered microscale scratch and surface defect detection on surgical instruments and medical device components ensuring 100% quality compliance
MedicalDetailed

Medical Equipment Surgery Scratch Defect Detection

AI-powered microscale scratch and surface defect detection on surgical instruments and medical device components ensuring 100% quality compliance

Connector Bent Pins Defect Case Study - Electronics case study image showing ai-powered bent pin detection on electrical connectors ensuring 100% assembly quality and preventing costly failures in high-reliability applications
Electronics

Connector Bent Pins Defect Case Study

AI-powered bent pin detection on electrical connectors ensuring 100% assembly quality and preventing costly failures in high-reliability applications

Coffee Bag Packaging Defect Case Study - Food & Beverage case study image showing automated quality control for coffee packaging, detecting seal defects and package integrity issues in high-speed production
Food & BeverageDetailed

Coffee Bag Packaging Defect Case Study

Automated quality control for coffee packaging, detecting seal defects and package integrity issues in high-speed production

Battery Laser Welding Defect Case Study - Energy Storage case study image showing real-time laser weld inspection for battery manufacturing, ensuring critical electrical connections in ev battery packs
Energy StorageDetailed

Battery Laser Welding Defect Case Study

Real-time laser weld inspection for battery manufacturing, ensuring critical electrical connections in EV battery packs

Automotive PCB FOD Detection - Automotive case study image showing how a leading automotive manufacturer achieved 99.8% foreign object detection accuracy on pcb assemblies
Automotive

Automotive PCB FOD Detection

How a leading automotive manufacturer achieved 99.8% foreign object detection accuracy on PCB assemblies

Electronics Connector Assembly Verification - Electronics case study image showing ensuring 100% assembly accuracy for high-reliability connector systems in consumer electronics
Electronics

Electronics Connector Assembly Verification

Ensuring 100% assembly accuracy for high-reliability connector systems in consumer electronics

Micro-electronics Connectors Soldering Defect Detection - Electronics case study image showing ai-powered inspection of solder joints and component placement defects on printed circuit board assemblies
ElectronicsDetailed

Micro-electronics Connectors Soldering Defect Detection

AI-powered inspection of solder joints and component placement defects on printed circuit board assemblies

High Voltage Wire Braid Inspection - Electronics case study image showing detecting micro-dents and defects in critical high-voltage wire braiding applications
Electronics

High Voltage Wire Braid Inspection

Detecting micro-dents and defects in critical high-voltage wire braiding applications

Industrial Pipe Face Inspection - Manufacturing case study image showing ensuring weld quality and dimensional accuracy in critical pipe connections
Manufacturing

Industrial Pipe Face Inspection

Ensuring weld quality and dimensional accuracy in critical pipe connections

Robotic Arm Loading Verification - Manufacturing case study image showing real-time verification of robotic loading operations for zero-defect assembly
Manufacturing

Robotic Arm Loading Verification

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

Wire Braiding Quality Control - Manufacturing case study image showing detecting braiding defects and ensuring consistent coverage in cable manufacturing
Manufacturing

Wire Braiding Quality Control

Detecting braiding defects and ensuring consistent coverage in cable manufacturing

PCBA Weld Defect Detection - Electric Toothbrushes - Consumer Electronics case study image showing ensuring weld quality in high-volume consumer electronics manufacturing
Consumer ElectronicsDetailed

PCBA Weld Defect Detection - Electric Toothbrushes

Ensuring weld quality in high-volume consumer electronics manufacturing

EV PCBA Multi-Defect Detection - Automotive case study image showing comprehensive defect detection for electric vehicle control board manufacturing
Automotive

EV PCBA Multi-Defect Detection

Comprehensive defect detection for electric vehicle control board manufacturing

Pharmaceutical Tablet Chipping Detection - Pharmaceutical case study image showing high-speed inspection for tablet integrity in pharmaceutical production lines
Pharmaceutical

Pharmaceutical Tablet Chipping Detection

High-speed inspection for tablet integrity in pharmaceutical production lines

Textile Yarn Quality Inspection - Textiles case study image showing automated detection of yarn defects and inconsistencies in textile manufacturing
Textiles

Textile Yarn Quality Inspection

Automated detection of yarn defects and inconsistencies in textile manufacturing

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