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AI Safety & Compliance Camera System

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Overview

A mid-size construction company with 15 active job sites was struggling with safety compliance. Safety managers couldn't be everywhere at once, workers got complacent about PPE, and near-misses went unreported until someone got hurt. We deployed a computer vision safety monitoring system across all job sites that watches for PPE violations, unsafe behaviors, and hazardous conditions in real-time.

The Challenge

Construction sites are visually complex — workers move between zones, weather and lighting change constantly, and the difference between safe and unsafe behavior can be subtle (is that worker properly tied off or not?). The system needed to work with standard security cameras, handle outdoor conditions, identify specific individuals for follow-up without creating a surveillance culture, and provide real-time alerts for imminent danger situations.

Our Approach

We trained models on construction-specific safety scenarios: hard hat detection, high-visibility vest compliance, fall protection verification, restricted zone entry, equipment proximity alerts, and housekeeping violations. The system uses existing site cameras where possible, supplemented with additional cameras at high-risk zones. Violations generate real-time alerts to the site safety manager's phone with photo evidence and location. Daily safety reports aggregate trends by site, crew, and violation type. Imminent danger situations (worker in fall zone without harness) trigger audible alarms.

Key Features

  • PPE compliance detection (hard hat, vest, harness, glasses)
  • Restricted zone violation alerts
  • Equipment proximity warning
  • Real-time mobile alerts with photo evidence
  • Daily site safety report generation
  • Trend analysis by site, crew, and violation type
  • Imminent danger audible alarm system

Results

75%
Recordable incident reduction
$0
OSHA fines (was $180K/year)
30%
Insurance premium reduction
95%
PPE compliance rate (was 72%)

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Client Feedback

We went from 12 recordable incidents a year to 3. Our EMR dropped so much that our insurance premiums fell 30%.

Category

Industry

Tech Stack

YOLOv8 Custom Safety Models NVIDIA DeepStream Edge Computing React Native Custom Alert System PostgreSQL

Quick Stats

75% Recordable incident reduction
$0 OSHA fines (was $180K/year)
30% Insurance premium reduction
95% PPE compliance rate (was 72%)

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