Overview
We delivered an advanced AI-powered system for monitoring driver behavior, vehicle conditions, and road safety in real time — helping fleet operators reduce accidents, improve compliance, and optimize operations.
What We Built
MRC Ventures designed and developed a full-stack solution combining computer vision, telematics, and analytics to bring safety and efficiency to vehicle fleets.
🖥️ On-Board Computer Vision System
Developed embedded AI models for real-time driver monitoring: detecting drowsiness, distraction, seatbelt usage, and mobile phone use.
Integrated external cameras for forward-collision detection, lane departure warnings, and pedestrian recognition.
Delivered high-accuracy object detection models optimized to run on low-power edge devices installed in vehicles.
📊 Telematics & Data Platform
Built a cloud backend to collect, aggregate, and visualize vehicle and driver data in real time.
Integrated GPS and accelerometer data for location tracking, harsh braking/acceleration events, and route optimization.
Developed alerting and reporting features to flag risky behaviors and enable proactive interventions.
🔗 Fleet Management Dashboard
Designed a web-based dashboard for fleet managers to monitor all vehicles live, review safety incidents, and track KPIs like driver scores and fleet health.
Provided APIs to integrate with existing fleet management software.
Results & Impact
✅ Reduced accident rates by ~30% within 6 months of deployment
✅ Improved driver compliance with safety policies by ~50%
✅ Enabled managers to identify high-risk drivers and schedule targeted training
✅ Supported multi-site operations with centralized visibility and control
