Industries · Ready-Made Garments
Factory-floor AI for the world's largest workforce.
Built for RMG, denim and woven manufacturing — line-speed monitoring, PPE compliance, attendance at the 10,000-worker scale, and SAM/efficiency analytics from the cameras already overhead.
Security AI agent
Vision Monitoring Suite · RMG & Garments
Detected on your cameras
Mask, glove & hairnet compliance. Per line, per hour — auditable for buyer compliance.
Agent proposes
Cutting-floor & sewing-line safety. Hand-near-needle, dropped scissors, smoke detection.
Your manager approves
Bonded warehouse & chemical store. Geofenced after-hours, badge-validated entry.
12k
Workers scanned/min
+22%
Line SAM uplift
99.2%
PPE compliance
0k
Workers scanned/min
+0%
Line SAM uplift
0.0%
PPE compliance
-0%
Attendance overhead cut
Security AI
PPE, line safety & restricted-zone monitoring
Detects missing masks, gloves and hairnets per line, fire-risk hot spots near the cutting floor, and intrusion into bonded warehouse or chemical storage.
Mask, glove & hairnet compliance
Per line, per hour — auditable for buyer compliance.
Cutting-floor & sewing-line safety
Hand-near-needle, dropped scissors, smoke detection.
Bonded warehouse & chemical store
Geofenced after-hours, badge-validated entry.
Security AI agent
Vision Monitoring Suite · RMG & Garments
Detected on your cameras
Mask, glove & hairnet compliance. Per line, per hour — auditable for buyer compliance.
Agent proposes
Cutting-floor & sewing-line safety. Hand-near-needle, dropped scissors, smoke detection.
Your manager approves
Bonded warehouse & chemical store. Geofenced after-hours, badge-validated entry.
12k
Workers scanned/min
+22%
Line SAM uplift
99.2%
PPE compliance
Attendance AI
Face-based attendance at 10,000+ worker scale
Sub-second face match at the factory gate — no biometric punch, no buddy-punching. Edge inference handles 12,000 scans/min across all gates without saturating the network.
Sub-second match · 12k workers/min
Edge boxes per gate, no central bottleneck.
Section & line allocation
Knows which worker belongs to which line — flags floats.
Buyer-audit-ready logs
Compliance exports for Walmart, H&M, Inditex auditors.
Attendance AI agent
Vision Monitoring Suite · RMG & Garments
Detected on your cameras
Sub-second match · 12k workers/min. Edge boxes per gate, no central bottleneck.
Agent proposes
Section & line allocation. Knows which worker belongs to which line — flags floats.
Your manager approves
Buyer-audit-ready logs. Compliance exports for Walmart, H&M, Inditex auditors.
12k
Workers scanned/min
+22%
Line SAM uplift
99.2%
PPE compliance
Productivity AI
Line efficiency, SAM & productivity analytics
Treats every worker on the line as a “customer” of the previous station. Tracks SAM minutes, idle time, bundle flow, defects per million, and per-line efficiency curves.
Per-line SAM & efficiency curves
Live by the half-hour — not weekly post-mortems.
Bundle flow & WIP tracking
See where pieces pile up before the line slows.
Defect heat-maps
Which station, which operator, which fabric run.
Productivity AI agent
Vision Monitoring Suite · RMG & Garments
Detected on your cameras
Per-line SAM & efficiency curves. Live by the half-hour — not weekly post-mortems.
Agent proposes
Bundle flow & WIP tracking. See where pieces pile up before the line slows.
Your manager approves
Defect heat-maps. Which station, which operator, which fabric run.
12k
Workers scanned/min
+22%
Line SAM uplift
99.2%
PPE compliance
More applications
Built on the same vision platform.
Once the cameras are connected and the face index is built, every additional use-case is configuration — not a fresh deployment.
Heat-stress & well-being alerts
Body-posture and dwell-time analysis flags workers needing a break before they ask.
Bus & transport reconciliation
Bus capacity vs. workers boarded — automatic, no clipboard at the gate.
Buyer-audit walkthrough
One-click audit pack: compliance, PPE, attendance, fire-drill logs.
Energy & lighting optimisation
Occupancy-aware lighting per line — saves 15–20% on factory power.
Get started
Already have cameras? You're halfway there.
Most of our RMG & Garments deployments run on existing CCTV. Show us your floor plan — we'll come back with a 30-minute call and a concrete pilot scope within a business day.
