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[MFG] Manufacturing & QA

Quality inspection that sees what humans miss.
Visual AI for production lines.

Monitor assembly lines, inspect products visually, and detect safety violations — all from existing camera infrastructure. No custom model training required.

99.2%Defect catch rate
3xFaster than manual QA
0Custom models needed
70%PPE violation reduction
The Challenge

What you're dealing with today.

01

Human inspection fatigue

QA inspectors check thousands of units per shift. Fatigue after hour two leads to missed defects and inconsistent quality.

02

Safety compliance gaps

PPE violations, restricted zone entries, and unsafe machine operation happen between safety audits.

03

Expensive specialized hardware

Traditional machine vision requires purpose-built cameras, specific lighting, and per-product model training.

Solutions
How VII Helps

Purpose-built for manufacturing & qa.

[MFG-01]

Visual Quality Inspection

Detect surface defects, assembly errors, and packaging issues using standard cameras. VII understands what a product should look like and flags deviations.

  • Defect detection
  • Assembly verification
  • Packaging inspection
[MFG-02]

Safety Compliance Monitoring

Verify PPE usage, detect restricted zone entry, and monitor for unsafe equipment operation in real time.

  • PPE detection (helmets, vests, goggles)
  • Zone restriction enforcement
  • Equipment safety monitoring
[MFG-03]

Production Line Analytics

Count units, measure cycle times, detect bottlenecks, and identify idle stations from overhead cameras.

  • Unit counting
  • Cycle time measurement
  • Bottleneck detection
Example alerts
Example Alerts

What VII tells you.

Real alerts are structured JSON. Here's what the narrative summary looks like.

HIGH

Worker in Station 4 operating press without safety gloves. Third occurrence this shift.

MEDIUM

Product defect detected: scratched surface on unit #4,271. Consistent with tooling wear pattern since unit #4,100.

LOW

Station 7 idle for 12 minutes. Average idle time today: 3.2 minutes. Possible jam or changeover issue.

See how VII works for manufacturing & qa.