Guides, stories and engineering notes on running machine vision in production.
Tagging thousands of product images by hand is slow, inconsistent and error-prone — and bad metadata buries products in search. AI image labeling fixes all three.
Jul 22, 2026 · 2 min read
Most plants accept a trade-off between inspection depth and throughput. With deep-learning inspection running at takt, you don't have to.
Jun 12, 2026
Why real-time feedback beats end-of-shift reports — and what changed when operators saw their pass rate live.
May 30, 2026
A technical walkthrough of the open capture → label → train → infer loop that powers every deployment.
May 14, 2026
One email a month. Production stories, no marketing fluff.
