South KoreaManufacturing2022 – ongoingDoosan Bobcat
Cogniac visual inspection of tractor parts kits
Doosan Bobcat reported parts-kit errors fell to 1 in 20,000 after computer-vision inspection
Problem
Incorrect or incomplete parts kits interrupted tractor assembly. Kits were prepared in Minnesota and shipped to North Dakota.
Approach
Doosan Bobcat used Cogniac vision pipelines to monitor kits for different tractor configurations. Cogniac supplied a computer-vision platform backed by NVIDIA GPUs.
Results
1 in 20,000kit error frequency after implementation, versus one-third beforehand, according to Doosan Bobcat
Takeaway
Inspection targeted kit completeness before missing parts could disrupt downstream assembly.
Categories
- Size
- Large enterprise
- Industry
- Manufacturing
- Business function
- Production and qualityLogistics and supply chain
- Innovation type
- Process innovation
- AI technology
- Computer vision
- Adoption
- Vendor solution
- Evidence
- Company's own claim
Sources
Source summaries
[1]NVIDIA7 Jan 2022
NVIDIA described Cogniac inspecting Doosan Bobcat parts kits before assembly. It attributed the reduction from one-third incorrect or incomplete kits to 1 in 20,000 to Doosan Bobcat.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026