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United StatesManufacturing2023 – ongoing

Flex-N-Gate

AI vision guidance for robotic clip assembly

Flex-N-Gate's clip placement and quality acceptance exceeded 99% after adding robotic vision

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Problem

Dimensional variation in molded interior parts caused a robot to miss clip towers. Failed placements broke some parts and created scrap.

Approach

Flex-N-Gate added Apera AI's Vue vision software to a Fanuc robot at a Texas operation. Cameras supplied images that helped the system locate clip towers despite variation in part dimensions.

Results

over 99%clip-placement and quality-acceptance rates after installation, per Apera AIVendor case study[1]

Takeaway

Vision guidance addressed variation in the components being assembled. The reported result covered a specific robotic application.

Categories

Business function
Production and quality
Innovation type
Process innovation
Evidence
Vendor case study

Sources

Source summaries

[1]Apera AI8 Sep 2023

Apera reported that vision guidance resolved missed clip placements at Flex-N-Gate. Placement success had been 88–90%; placement and quality acceptance both exceeded 99% after installation.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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