Typical outcomes
−22%
Scrap trend (pilot)
0.2 s
Defect detection
−40%
Manual tour reduction
Sector challenges
Late scrap detection
Defects reaching the next station multiply scrap cost.
Manual HSE tours
Blind spots remain outside tour hours.
Weak digital evidence
Audit files stay on paper and spreadsheets.
Recommended modules
Related case study
PPE violations on an assembly line: a 24/7 automated inspection case
Anonymous automotive supplier — hard hat and vest violations detected instantly; manual patrol load reduced and a digital evidence archive created.
Pilot process
From discovery to report in 4 steps
No ambiguity after sign-off — each phase has clear deliverables, measurable KPIs, and a written pilot report.
- 01
Discovery
1–2 daysLine map, existing cameras, and priority risk zones defined together.
- 02
Deployment
3–5 daysEdge connection, module activation, and alarm thresholds tuned to your site.
- 03
30-day pilot
1 monthLive panel, daily KPIs, and shift-based productivity / HSE / quality tracking.
- 04
Report
End of pilotMeasurable outcomes, ROI summary, and rollout plan delivered.
Book a free discovery call and we will outline your 30-day pilot plan together.
Request a pilot