All Projects
Monitoring SystemsLive2024· Logistics & IoT
Devix Fleet Command
Real-time command over assets in motion.
26K
Assets tracked
340K
Updates / sec
-19%
Fuel saved
-34%
Downtime
Overview
Fleet Command turns thousands of moving assets into a single live map. It ingests GPS and telematics in real time, predicts maintenance, optimizes routes, and alerts dispatchers the instant anything deviates from plan.
Highlights
- Live map with thousands of concurrent assets
- Predictive maintenance from telematics
- Route optimization & geofencing
- Real-time deviation & safety alerts
Technologies
Node.jsPythonPostgreSQLTimescaleDBKafkaKubernetes
Challenges
High-frequency telemetry
Thousands of assets emitting location and sensor data every second strained ingestion.
Live map performance
Rendering thousands of moving markers smoothly in the browser is non-trivial.
Solutions
Time-series backbone
TimescaleDB + Kafka ingest and downsample millions of points without losing fidelity.
GPU map rendering
WebGL-based clustering renders thousands of live markers at 60fps.
Architecture
System layers
01EdgeDevice gateways · MQTT
02IngestKafka · stream processing
03StoreTimescaleDB · PostGIS
04IntelligenceRouting · maintenance ML
05SurfaceWebGL live map · alerts
Gallery
Inside the platform
Representative interface mockups of the Fleet Command experience.
Results
01
26,000 assets tracked in real time
02
19% reduction in fuel costs via routing
03
34% less unplanned downtime