Articles & field notes
Articles
Field notes, inspection guides, and quality playbooks for manufacturers.
Facility Readiness
Getting your factory ready for AI visual inspection
Readiness for AI visual inspection is mostly about the boring prerequisites — imaging, labeled examples, and clear criteria — not the model.
2 min read
Manual Inspection RiskWhy manual visual inspection drifts — and what to measure
Human visual inspection is variable by nature. Here is where the variation comes from and which few numbers actually tell you it is happening.
2 min read
Inspection EvidenceWhat actually counts as inspection evidence
A practical definition of inspection evidence — and why a pass/fail stamp on its own is not it.
2 min read