Artikate Studio
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Enterprise2021· EMSPL — India

EMSPL Fleet Intelligence

AI Fleet Management for 2,400 Vehicles

24-month enterprise engagement delivering an AI-powered fleet management platform for 2,400 vehicles with predictive maintenance and real-time GPS intelligence.

2,400 vehicles · 12% fuel savings · 41% fewer breakdowns · 24-month partnership

React NativeFastAPIGPS TelemetryPredictive MLOffline-firstRedis

Overview

EMSPL operates one of India's largest commercial fleets. They needed a modern platform to replace their legacy GPS tracking system with AI-powered predictive maintenance, driver behaviour analytics, and fuel optimisation.

Challenge

The fleet operated across 18 Indian states with inconsistent connectivity. The platform needed to work offline-first on vehicle-mounted tablets, sync intelligently when connected, and process real-time telemetry from 2,400 GPS units simultaneously.

Solution

We built an offline-first React Native app for drivers with background sync. A FastAPI backend processed 2,400 concurrent telemetry streams. AI models predicted maintenance requirements 14 days in advance based on vibration, fuel, and mileage data. Real-time dashboards for fleet managers.

Outcome

Fuel savings of 12% through AI route optimisation. Maintenance costs reduced 23% through predictive scheduling. Breakdown incidents dropped 41% in Year 1. 24-month partnership with ongoing feature development.

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