Typical outcomes
−18%
Avg. idle reduction
24/7
PPE monitoring
4 days
Typical pilot setup
Sector challenges
Hidden idle time
Operator wait time is reported at shift end; intervention comes too late.
PPE compliance
Helmet, glove, and vest gaps are caught only on sample walks.
Line imbalance
Bottlenecks between feeding and packing are noticed late.
Recommended modules
Related case study
How Line A scrap rate dropped 31% in packaging
Anonymous textile site — early defect separation on post-sewing packaging; scrap buildup and rework cost fell sharply.
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