Automotive Case Studies

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

4 Case Studiesavailable for download
Tire Final Visual Inspection · 6.4X Fewer Missed Defects - Automotive case study
AutomotiveDetailed

Tire Final Visual Inspection · 6.4X Fewer Missed Defects

Final visual inspection on black rubber at line speed. The OV20i caught 99.6% of lab-confirmed defects versus 84% for the plant's best inspector, missed 6.4X fewer defects than the leading machine vision system, and has logged zero defect escapes since deployment. Trained on the plant's own defect language, with a live on-camera HMI and Pareto for scrap reduction.

Car Seat Wrinkle Inspection · One Defect, Every Fabric - Automotive case study
AutomotiveDetailed

Car Seat Wrinkle Inspection · One Defect, Every Fabric

One labeled wrinkle authored on a real leather seat, then retargeted across 14 OEM-spec fabric and color variants via Style Transfer. New trim specs onboard ~12.4× faster with no real seats damaged.

Automotive PCB FOD Detection - Automotive case study
Automotive

Automotive PCB FOD Detection

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

EV PCBA Multi-Defect Detection - Automotive case study
Automotive

EV PCBA Multi-Defect Detection

Comprehensive defect detection for electric vehicle control board manufacturing

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