Leading Global Cosmetics Manufacturer Deploys AI-Powered Safety Monitoring
Global Production Facilities.
As one of the world's largest cosmetics manufacturers, the company operates high-throughput production lines where strict hygiene and safety standards are non-negotiable. Regulatory compliance requires that all personnel on the factory floor wear proper PPE at all times — including hair nets to prevent product contamination, safety vests for visibility, and gloves for chemical protection.
Beyond PPE, the company also faced challenges with unsafe behaviors on the production floor. Cell phone usage near machinery posed distraction risks, while smoking in restricted areas created both fire and contamination dangers. Blocked emergency pathways and obstructions to fire extinguishers were common, significantly increasing risks in the event of an emergency.
With hundreds of workers across multiple shifts and production areas, manual safety audits were infrequent, inconsistent, and reactive. The company needed a scalable, real-time solution that could monitor compliance continuously without adding headcount.
The Solution
The company selected Lumeo's video analytics platform to transform its existing camera infrastructure into an intelligent safety monitoring system. Lumeo's flexible approach allowed the team to deploy custom analytics workflows without specialized AI or data science expertise. The platform was configured to detect:
- •PPE Compliance: Real-time detection of missing hairnets, safety vests, and gloves for individuals entering and working in critical production areas
- •Smoking Detection: Identification of smoking activity in restricted production and storage areas
- •Cell Phone Usage: Detection of workers using mobile devices in prohibited zones
Deployment
The entire deployment — from initial camera integration to live monitoring across all 100 cameras — was completed in just 2 weeks. Lumeo's ability to work with the company's existing camera infrastructure eliminated the need for hardware upgrades, while its cloud-managed edge deployment model allowed rapid scaling across production areas.
Results
- •100% Coverage: Continuous, automated PPE and behavior monitoring across all production areas — replacing periodic manual audits
- •2-Week Deployment: Full rollout across 100 cameras with no disruption to production operations
- •Real-Time Response: Instant alerts on compliance violations enabled supervisors to address issues as they occurred
- •Reduced Contamination Risk: Consistent hairnet and glove enforcement maintained stringent hygiene standards
- •Behavioral Change: Visible, consistent monitoring drove a measurable reduction in cell phone usage and smoking incidents
- •Lowest TCO: Entire 100-camera deployment runs on just 3 on-premise servers at ~$120/camera in hardware costs
Why Lumeo
- •Flexible Platform: Purpose-built analytics workflows without requiring AI or data science teams
- •Existing Infrastructure: Works with cameras already deployed — no new hardware required
- •Lowest TCO: $120/camera in hardware costs with cloud-managed on-prem deployment — a fraction of competing solutions
- •Rapid Scalability: From 1 camera to 100+ in days, not months
- •Multi-Use Case: A single platform handling PPE detection, behavior monitoring, and more
Lumeo allowed us to go from pilot to full-scale deployment in two weeks. We now have consistent, 24/7 safety monitoring that would have required a dedicated team of auditors to achieve manually.
— Safety Operations Lead