Blind Spots to Total Visibility
LightMetrics, an Al-based video telematics company, helps TSPs and fleets globally to improve road safety using intelligent driver monitoring. Its signature platform Ride View leverages edge Al, real-time alerts, and rich analytics to enable fleets to take active measures in managing risk. With the help of a leading Telematics Solution Provider (TSP), LightMetrics enabled a premier UAE mining operator to eliminate high-risk driver behaviors across a grueling 24/7 heavy-fleet operation risks that traditional GPS-based telematics systems were structurally unable to detect.

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What Was Needed Al-Powered "Active Monitoring"
The operator needed a system that didn't rely on GPS or vehicle sensors a vision-based solution that could see the truth inside the cab, regardless of quarry conditions.
The objective was to move from reactive incident reporting to real-time intervention: a system capable of identifying risk the moment it emerged, alerting drivers instantly, and giving the control room the visibility to act before accidents occurred.
Challenge: The invisible risk in the quarry
GPS Dead Zones
Standard telematics systems depend on GPS and G-force triggers, both of which proved ineffective inside the quarry leaving the fleet effectively unmonitored.
Detection Difficulty
Traditional systems could not distinguish a distracted driver from a safe one. Over 3,200 texting violations went unseen in a single month invisible to existing tools
Seatbelt Compliance
Heavy mining trucks use non-standard seatbelts that standard sensors couldn't read, making compliance tracking impossible before deployment.
Risk Burden
With operations running 24 hours a day across 63 specialized assets, fatigue, distraction, and noncompliance compounded continuously. Managers were reacting to incidents rather than preventing them.
Solution
LightMetrics deployed edge Al cameras tuned specifically to the high-risk behaviors most prevalent in mining environments. The system operated independently of GPS, overcoming the quarry's physical limitations and providing continuous, vision-based monitoring across all 63 assets.
The solution integrated directly with the client's 24-hour control room, turning a passive monitoring stack into an active intervention platform and delivered measurable behavioral change within the first month of deployment.
01
Vision-based fatigue detection identifying drowsiness signs during night shifts independent of GPS or vehicle sensors
02
Distraction and phone-use detection covering texting (Gaze Down) and Phone to Ear events in real time
03
Seatbelt compliance via computer vision accurately detecting non-compliance even with non-standard mining seatbelts
04
Instant in-cab alerts prompting drivers to self-correct before a critical failure occurs 24/7 control room integration delivering a live Safety Events feed for immediate human intervention
05
Instant in-cab alerts prompting drivers to self-correct before a critical failure occurs 24/7 control room integration delivering a live Safety Events feed for immediate human intervention
Strategy and approach
Real-world environment tuning
LightMetrics configured detection models specifically for quarry conditions — accounting for variable lighting, confined cab environments, and non-standard vehicle equipment across all 63 assets.
Layered intervention design
Rather than passive recording, the system was architected for active response — in-cab alerts for operators, live feeds for control room staff, and trend dashboards for fleet managers, all working in concert.
Rapid behavioral impact
Deploying via RideView's open platform, the system achieved measurable fleet-wide behavioral change within the first month, with sustained improvement across the three-month observation period.
Results & Achievements
| Category | Verified Impact | After | Reduction |
|---|---|---|---|
| Texting & distraction | 3,283 events | 218 events | 93% ↓ |
| Seatbelt compliance | 2,785 violations | 107 violations | 96% ↓ |
| Cell phone use | 1,024 events | 224 events | 78% ↓ |
| Driver fatigue | Baseline across 24/7 shifts |
Measured reduction |
16% ↓ |
| Fleet Scale | 0 assets monitored | 63 assets monitored | Full deployment ↑ |
This project proved that vision-based edge Al can operate effectively where GPS cannot - delivering safety outcomes in the harshest operational environments.
Outcomes
LightMetrics took precision driver monitoring technology and deployed it in one of the most demanding environments imaginable a 24/7 deep quarry operation where conventional telematics had failed entirely.
By solving detection problems that GPS and standard sensors could not, LightMetrics helped its TSP partner transform a fleet operating with significant blind spots into a fully controlled safety environment with every driver supported by a digital co-pilot on every shift.

Data Visibility
This deployment puts LightMetrics at the intersection of Al precision and real world operational impact. The UAE mining fleet rollout achieving a 93% reduction in texting violations and 96% improvement in seatbelt compliance in just three months cements LightMetrics as the go-to partner for TSPs operating in high-risk, GPS-challenged environments.
LightMetrics is an Al-powered video telematics solutions provider that turns vision data into meaningful action. We help TSPs, vehicle OEMs, and enterprise fleets improve safety, strengthen compliance, and run more efficient operations. Our flagship solution, Ride View, combines edge Al and cloud intelligence to provide driver-facing insights, real-time alerts, and analytics that scale across fleets. Deployed across North America, Europe, LATAM, ANZ, and India, LightMetrics enables partners to innovate faster, unlock stronger ROl, and expand globally with confidence.
Measurable results, every route









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