From a stalled POC to production defect detection
A discrete manufacturer had a computer-vision POC stuck for months. We audited data, governance and cost, then shipped on-edge inspection.
6 wk
POC to production, from 9 months
38%
fewer escaped defects
52%
lower inference cost vs cloud