manufacturing · mid-market · US Plains
Metal fabrication business deploys vision quality inspection
Owners lost 27 hours a week to unanswered calls.
Implementation cost
$410,000
Annual savings
$2,706,000
ROI
660% first year
Payback
1.8 months
Hours saved / yr
54,120
Timeline
3 weeks
Success rating
4/5
Forecast accuracy
Not verified
Lessons learned
- • Measure the baseline before you start
- • Budget two weeks of parallel running
Solution deployed
OpticQA Vision Inspection — Camera-based in-line inspection that catches defects before they leave the cell.
Vendor: OpticQA · 4.4/5 from 54 reviews · Within 2 business days · success rate 82%
Known limitations: Model retraining required after tooling changes; Lighting design drives accuracy
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