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Rahat Group – ML Asset Management & Tracking System

Dwisetech developed an ML-powered asset management and tracking system to enable real-time monitoring, safety, and operational intelligence for fleet assets.

Project Description

The ML Asset Management and Tracking System for Rahat Group, designed and implemented by Dwisetech, is an intelligent fleet and asset monitoring solution built to ensure operational efficiency, asset safety, and real-time visibility. The system integrates IoT sensors, machine learning, and geospatial tracking to provide continuous insights into vehicle health, driver behavior, and asset conditions.

Key Capabilities

Environmental Monitoring

  • Real-time temperature and humidity monitoring

  • Continuous condition tracking for sensitive assets

  • Alerts on abnormal environmental changes

Fuel & Battery Monitoring

  • Live fuel level monitoring

  • Battery health and status tracking

  • Early alerts to prevent breakdowns and downtime

Speed & Driving Behavior Monitoring

  • Real-time speed monitoring

  • Over-speed detection and alerts

  • Driver behavior insights for improved safety compliance

Geo-Fencing & Route Intelligence

  • Custom geo-fence creation

  • Alerts on route deviation from predefined geo-fences

  • Location tracking with route visualization

Safety & Incident Detection

  • Alerts on truck/vehicle accidents

  • Seat belt violation monitoring

  • Driver safety score insights for performance evaluation

Operational Control

  • Remote stop monitoring functionality

  • Centralized dashboard for asset oversight

  • Real-time alerts and notifications

Impact

With this solution, Dwisetech enabled Rahat Group to:

  • Achieve real-time visibility of fleet and assets

  • Improve driver safety and compliance

  • Reduce fuel misuse and operational losses

  • Enhance asset security through geo-fencing and alerts

  • Enable data-driven fleet management decisions

This project demonstrates Dwisetech’s expertise in ML-driven asset tracking, IoT integration, and large-scale fleet intelligence systems, delivering end-to-end solutions that combine hardware, software, and advanced analytics.

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