Case Studies
Real-world success stories from Australian businesses who've transformed their operations with AI-powered computer vision solutions.
Proven results • Measurable ROI • Australian success stories • Edge-first deployment
Quarry Vision: Automated Load Verification
Mining & Quarry • Load Counting • Digital Load Dockets
The Challenge
A major Australian quarry was facing significant operational challenges with their load verification process:
- • Manual load counting by drivers and supervisors
- • Frequent disputes between quarry and transport companies
- • No digital records of actual loads delivered
- • Time-consuming verification process causing delays
- • Revenue leakage from inaccurate counting
Our Solution
We developed and deployed Quarry Vision, an AI-powered detection pipeline that transforms existing cameras into intelligent monitoring systems:
- • Automated scoop counting during truck loading
- • Truck monitoring and identification system
- • Digital load dockets generated automatically
- • Real-time processing on edge hardware
- • Existing camera integration - no new infrastructure needed
Measurable Results
Technical Implementation
Edge-First Architecture:
- • On-site processing - no cloud dependency
- • Real-time analysis of camera feeds
- • Local data storage and backup
- • Integration with existing camera system
AI Detection Pipeline:
- • Scoop detection and counting algorithms
- • Truck identification and tracking
- • Load verification cross-referencing
- • Digital docket generation
Business Impact
Operational Benefits:
- • Eliminated disputes with objective digital records
- • Reduced admin time through automation
- • Improved accuracy over manual counting
- • Real-time visibility into operations
Financial Returns:
- • Revenue protection through accurate counting
- • Reduced labour costs for manual verification
- • Faster turnaround times for trucks
- • Compliance and audit trail benefits
Dashboard Screenshot
🎥 Live Camera Feed Analysis
Digital Load Docket Generated:
✓ 12 scoops verified at 14:32 AEST
✓ Load docket #QV-2024-0847 created
✓ Driver notification sent
"Industrial AI's Quarry Vision system has completely transformed our load verification process. We've gone from constant disputes and manual counting to automated, objective records that everyone trusts. The ROI was clear within the first month of deployment."
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Proven Track Record
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