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INDUSTRIES / MANUFACTURING
04 · INDUSTRY

Manufacturing

Quality inspection, PPE and line uptime

Vision on the line catches what sampling misses. Every unit inspected, every stoppage timed, every safety rule checked — on the cameras and lighting you already have.

LIVE · LINE 03 · CAM-21
samurai inspector
98.6%
defect classification accuracy
100%
units inspected, not sampled
31%
less unplanned downtime
01 · WHAT WE WATCH FOR

Four categories, tuned to your operation.

Productivity, SOP, safety and experience. Every deployment covers all four on existing CCTV, and lands as an alert or a task rather than a dashboard nobody opens.

01
PRODUCTIVITY & WORKFORCE
Line productivity & manning
Time spent per zone with face and vest ID, worker presence, idle machine and operator absence, and stoppages timed by station and shift.
02
SOP COMPLIANCE
Process & quality SOP
Assembly step verification, surface defects, missing components and label errors classified per unit at line speed.
03
SAFETY & SECURITY
Plant safety & access
PPE and posture compliance, phone usage, forklift collisions, hazard-zone intrusion, smoke and fire, plus staff and visitor access control with LPR.
04
SERVICE QUALITY
Customer quality assurance
Every unit inspected rather than sampled, with a defect trail per batch that answers a customer complaint in minutes.
02 · WHAT CHANGES

The outcomes we hold ourselves to.

01
Defects caught at the station, not at final QC
02
OEE losses traced to a specific station and shift
03
Safety incidents down with compliance measured hourly
03 · THE STACK BEHIND IT
Platforms used in this industry
DEPLOYMENT
Pilot on one site in weeks, not quarters — existing cameras, on-prem or cloud inference, and a named engineer through rollout.
04 · ALSO DEPLOYED IN

Seven other industries.

01
Retail
Out-of-stock, footfall and queue intelligence
02
F&B
Service speed, hygiene and table turn
03
Shopping Malls
Footfall, tenant performance and parking
05
Warehouse & Logistics
Dock turnaround, forklift safety and counting
06
Agriculture
Fruit counting and grading, tree health, estate logistics
07
Construction
PPE, exclusion zones and progress
08
Smart Cities
Traffic, enforcement and city operations

Put this to work in manufacturing.

Send one hour of footage from a live manufacturing site. We will come back with what we detected, what we would automate and what it is worth.

30 MINUTES · ONE FOOTAGE · WE DO THE REST