Autonomous Real-Time Fleet Tracking & AI Route Optimizer
Centralizing 12,000+ freight vehicles into a geospatial dispatch engine saving 1.2M gallons of fuel.
Results
Yearly reduction in fuel consumption across all routes
Live location updates streamed to customer tracking portals
Improved delivery accuracy from previous baseline of 84%
Operations team can manage triple the fleet size with same headcount
The Challenge
Legacy GPS tracking suffered 4-minute telemetry lags, leading to blind spots, excessive driver idle times, and dispatch inefficiencies costing millions annually.
Our Solution
We engineered an edge-to-cloud IoT ingestion gateway using MQTT brokers, ClickHouse spatial time-series databases, and custom AI genetic algorithms for real-time dispatching.
How We Delivered It
High-Throughput IoT Ingestion
Engineered an MQTT ingestion pipeline handling 85,000 telemetry pings per second with sub-second stream persistence.
Geospatial Time-Series Storage
Deployed ClickHouse cluster for ultra-fast spatial queries and 100x data compression over historical GPS trails.
Predictive Dispatch Neural Network
Trained route optimization models dynamically adjusting stops based on real-time traffic and port unloading queues.
“Our dispatchers have total visibility into our global fleet. Entecra transformed our operations from reactive firefighting to predictive mastery.”
Technologies Used
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