Monitor assembly lines, inspect products visually, and detect safety violations — all from existing camera infrastructure. No custom model training required.
QA inspectors check thousands of units per shift. Fatigue after hour two leads to missed defects and inconsistent quality.
PPE violations, restricted zone entries, and unsafe machine operation happen between safety audits.
Traditional machine vision requires purpose-built cameras, specific lighting, and per-product model training.
Detect surface defects, assembly errors, and packaging issues using standard cameras. VII understands what a product should look like and flags deviations.
Verify PPE usage, detect restricted zone entry, and monitor for unsafe equipment operation in real time.
Count units, measure cycle times, detect bottlenecks, and identify idle stations from overhead cameras.
Real alerts are structured JSON. Here's what the narrative summary looks like.
Worker in Station 4 operating press without safety gloves. Third occurrence this shift.
Product defect detected: scratched surface on unit #4,271. Consistent with tooling wear pattern since unit #4,100.
Station 7 idle for 12 minutes. Average idle time today: 3.2 minutes. Possible jam or changeover issue.