Enterprise Fleet Telemetry & Route Dispatch ERP
How Gromon Service built an AI-powered fleet dispatch ERP for TransLogix Global, saving $1.4M in annual fuel expenses across 2,500+ commercial vehicles with 98.4% on-time delivery.
Executive Overview & Client Context
TransLogix Global is an international freight carrier managing over 2,500 heavy commercial trucks and urban delivery vans across North America. Inefficient manual route scheduling, disconnected driver communication, and lack of real-time GPS telemetry were inflating operating costs and harming customer SLAs.
The Fleet Logistics Challenge: Fuel Waste & Blind Dispatching
Prior to partnering with Gromon Service Industry, the platform was constrained by architectural bottlenecks that capped operational velocity and caused friction across customer touchpoints:
- Manual Spreadsheet Dispatch: Dispatchers spent 4.5 hours every morning manually assigning deliveries, resulting in route overlaps and excess mileage.
- Blind Fleets in Transit: Managers lacked live vehicle telemetry, unable to respond to traffic congestion, vehicle breakdowns, or emergency detours.
- High Fuel Waste & Idle Time: Drivers logged excessive engine idling and sub-optimal routes, wasting over $1.4M in diesel fuel annually.
- Frequent SLA Violations: An unacceptable 19% missed delivery rate due to inaccurate ETA calculations and paper-based proof of delivery.
The Engineered Architecture: Genetic Route Optimization & Live IoT
Our senior software engineering team designed a decoupled, horizontally scalable system architecture engineered to eliminate single points of failure and deliver lightning-fast response times:
- Automated AI Route Dispatcher: Developed an algorithm calculating optimal multi-stop routes considering vehicle gross weight, traffic history, and driver hours.
- High-Throughput IoT Gateway: Engineered a Go and WebSockets telemetry pipeline receiving GPS, fuel levels, and OBD-II engine codes every 5 seconds.
- Driver Mobile Tablet Application: Built an offline-first mobile app with turn-by-turn commercial truck navigation and digital proof-of-delivery (e-POD).
- Real-Time Dispatch Control Room: Interactive Vue.js map interface with 60fps vehicle position updates and predictive ETA recalculation.
Core Capabilities & Modules Delivered
A comprehensive overview of the specialized software modules engineered and deployed into production:
AI Multi-Stop Routing
Calculates optimal delivery sequences for 2,500+ trucks in under 3 minutes, minimizing total fleet miles.
5-Second IoT Telemetry
Live GPS coordinates, fuel burn rate, and engine diagnostic alerts streamed over WebSockets.
Driver Tablet Suite
Commercial navigation avoiding low-clearance bridges with digital signature & photo proof of delivery.
Predictive Maintenance
Machine learning engine detecting early diagnostic trouble codes (DTCs) before roadside breakdowns occur.
Automated Fuel Reconciliation
Instant matching of fuel card credit receipts with actual tank sensor levels to prevent fuel theft.
Live ETA SMS Notifications
Automated recipient tracking links reducing customer support inquiry calls by 64%.
Measurable Business Impact: Before vs. After
Audited technical and financial outcomes measured 90 days post-deployment:
| Performance Metric | Legacy Architecture | Gromon Architecture | Net ROI Impact |
|---|---|---|---|
| Annual Fleet Fuel Expenses | $8.9 Million | $7.5 Million | $1.4M Direct Savings |
| On-Time Delivery Rate | 81.0% | 98.4% | +17.4% SLA Boost |
| Daily Dispatch Planning Time | 4.5 Hours / Day | 12 Minutes (AI) | -95% Labor Time |
| Empty Backhaul Miles | 32% of total miles | 9% of total miles | -72% Empty Runs |
| Customer Inquiries for ETAs | 1,400 Calls / Day | 180 Calls / Day | -87% Support Load |
“Our fleet dispatch efficiency increased by over 35% within the first 60 days of rolling out the custom ERP built by Gromon. Their support is responsive, proactive, and exceptionally skilled.”
