Kore — Distributed Logistics & Fleet OS
Autonomous fleet tracking, IoT sensor ingestion, and AI dispatch optimization system managing 10,000+ commercial vehicles.
Client / Organization
LogiFlow Global
Sector / Domain
Logistics & Supply Chain
Delivery Timeline
8 Months
Deployment Status
Production Architecture & Interface Preview
Enterprise-scale fleet operating system with live GPS tracking, IoT telemetry processing, automated dispatch routing, and preventative maintenance schedules.
LogiFlow Global coordinates a multimodal logistics network of over 10,000 trucks and cargo vans across North America. Kas Denge built Kore — a mission-critical fleet management platform with real-time Kafka event streaming, Mapbox GL route visualizers, automated dispatch algorithms, and offline driver tablet applications.
-28%
Fuel Expenses
Direct reduction in diesel fleet costs
10,000+
Active Vehicles
Connected trucks tracked in real-time
92%
Automated Dispatch
Automated route assignment
1.4M
Deadhead Miles Saved
Waste elimination in year one
Architecting for Mission-Critical Velocity
Before partnering with Kas Denge, LogiFlow's dispatchers spent thousands of hours manually assigning routes on static spreadsheets, leading to deadhead miles, high fuel burn, and delayed customer ETAs. Kore replaced six disjointed vendor tools with a unified single-pane-of-glass operating system.
Every component of Kore was engineered with high-throughput distributed principles. We eliminated latency bottlenecks, established clean modular component systems, and enforced automated CI/CD deployment pipelines for continuous delivery.
The Core Challenge & Architectural Solution
How we decomposed complex business bottlenecks into clean, scalable software architecture.
What Was Holding the Business Back
Fragmented GPS trackers, manual dispatch routing spreadsheets, and delayed delivery updates were causing route inefficiencies, communication breakdowns, and tens of thousands in fuel waste every week.
Key Technical Bottlenecks Faced:
How We Solved It With Rigorous Engineering
We built a centralized Logistics OS featuring real-time AI route optimization, automated driver dispatching, Mapbox GL telemetry layers, and IoT vehicle sensor ingestion that reduced fuel costs by 28%.
Architectural Pillars Implemented:
Key Architecture & Features Delivered
Specific, high-impact features built strictly for Kore's performance needs.
Real-Time Fleet Telemetry
Live GPS mapping with 1-meter precision, vehicle speed tracking, and automated geofence entry/exit alerts.
AI Dynamic Dispatch Routing
Multi-stop route planning optimized for fuel efficiency, driver hours-of-service compliance, and delivery windows.
IoT Engine Health Diagnostics
OBD-II vehicle sensor ingestion predicting engine failures before breakdowns occur on the highway.
Driver Mobile Companion
Offline-first driver app with turn-by-turn navigation, digital proof-of-delivery signatures, and barcode scanning.
Measurable Results & Business Impact
Real performance telemetry and operational gains achieved after production launch.
-28%
Fuel Expenses
Direct reduction in diesel fleet costs
10,000+
Active Vehicles
Connected trucks tracked in real-time
92%
Automated Dispatch
Automated route assignment
1.4M
Deadhead Miles Saved
Waste elimination in year one
Key Technical & Commercial Milestones
28% reduction in overall fleet fuel expenditures across the first 6 months
Automated 92% of routine dispatch scheduling workflows without dispatcher intervention
Real-time GPS tracking accuracy achieved within 1 meter tolerance
Eliminated 1.4 million miles of deadhead driving in year one
Technologies & Frameworks Selected
Tools chosen strictly for reliability, performance, low latency, and long-term maintainability.
React 19 & TypeScript
Dispatcher Frontend
Node.js Microservices
Backend Services
Apache Kafka
IoT Telemetry Stream
PostgreSQL & PostGIS
Geospatial DB
Redis
In-Memory State
Mapbox GL JS
Mapping & Geo-routing
Docker & Kubernetes
Infrastructure
“The custom ERP and fleet dispatch system built by Kas Denge saved us tens of thousands in operational waste in the first quarter alone. Highly recommended.”
Vikram Mehta
VP of Operations • LogiFlow Global
Key Project Contributors
Senior architects and engineers who led the delivery of this engagement.
Engineering Services Powering This Project
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