FleetCore Logistics managed 500+ trucks across the busiest freight corridors in the southern US — with zero real-time visibility. Route inefficiency was costing them $1.2M annually in wasted fuel, and every breakdown was a surprise. We deployed an end-to-end IoT fleet management platform that gave them eyes on every vehicle, 24/7.
500+
trucks Monitored
2.4M+
data Points Daily
8
states Covered
99.97%
uptime
FleetCore is one of Texas's largest third-party logistics providers, moving goods between Houston Port, Austin, and 40+ inland destinations. Their 500+ vehicle fleet includes trucks, covered vans, and refrigerated carriers. Despite their scale, fleet management operated on phone calls, paper logs, and driver self-reporting — a recipe for inefficiency at best, and disaster at worst.
FleetCore's leadership knew they had a visibility problem, but they underestimated its cost. Our 2-week diagnostic revealed that their lack of real-time data was bleeding money across four dimensions.
With no GPS or route analytics, drivers chose their own routes based on personal preference rather than optimal paths. Our analysis of 30 days of manual driver logs revealed 28% of miles driven were avoidable — detours, wrong turns, and inefficient routing.
Vehicles were serviced only when they broke down. There was no mileage-based or condition-based maintenance scheduling. Breakdowns caused delivery delays that triggered penalty clauses in FleetCore's contracts with major shippers.
Without fuel monitoring, FleetCore was losing an estimated $200K-$350K annually to fuel theft and unauthorized usage. The finance team couldn't distinguish between a truck stuck in traffic and a driver siphoning diesel.
Shippers demanded real-time tracking — something FleetCore simply couldn't provide. When a $50,000 shipment of pharmaceuticals went missing for 14 hours due to an unreported breakdown, a major client threatened to pull their $3M annual contract.
We designed FleetPulse — an integrated IoT fleet management platform combining hardware (GPS trackers, fuel sensors, engine diagnostics) with a cloud-based command center. The system gave FleetCore's operations team a real-time view of every vehicle, along with predictive intelligence to prevent problems before they occurred.
Our Approach: We started with a 50-truck pilot on the Austin-Houston corridor — FleetCore's highest-revenue route. This de-risked the hardware investment and gave us real-world data to calibrate our algorithms. After 4 weeks of pilot data, we scaled to 200 trucks, then 500. The phased approach meant FleetCore saw ROI on their pilot investment before committing to full deployment.
Real-time GPS tracking with geofencing — instant alerts when vehicles deviate from assigned routes or enter unauthorized zones
Fuel sensor integration providing per-trip consumption data, anomaly detection for potential theft, and automated fuel reconciliation against pump receipts
Predictive maintenance engine using engine diagnostic data (OBD-II) to forecast component failures 7-14 days before they occur
AI route optimization that considers real-time traffic, road conditions, load weight, and delivery windows to suggest optimal paths
Customer-facing shipment tracking portal with live map, ETA predictions, and automated delay notifications
Operations command center dashboard with fleet-wide KPIs: utilization rate, on-time delivery %, fuel efficiency, maintenance compliance
A phased approach ensured value delivery at every milestone — not just at the finish line.
Analyzed 30 days of manual driver logs, fuel receipts, and maintenance records. Quantified the cost of inefficiency: $1.2M in wasted fuel, $350K in suspected pilferage, $180K in penalty payments. Built the business case for investment.
Evaluated 6 hardware vendors for GPS trackers, fuel sensors, and OBD-II dongles. Selected best-in-class components for southern US conditions (heat, humidity, long hauls). Installed on 50 trucks on the Austin-Houston route.
Built FleetPulse platform in 3 tracks: (1) IoT ingestion pipeline handling 500+ concurrent MQTT streams, (2) analytics engine on TimescaleDB for time-series data, (3) frontend dashboards and customer portal. Integrated Mapbox for live map visualization.
Analyzed 8 weeks of pilot data from 50 trucks. Calibrated fuel anomaly detection thresholds. Trained predictive maintenance model on 12 failure events. Achieved 89% accuracy on failure prediction (7-14 day window).
Scaled hardware installation to remaining 450 trucks over 2 weeks. Migrated operations team to new command center. Ran parallel operations (old + new) for first week to ensure continuity.
Onboarded FleetCore's top 10 shippers onto the customer tracking portal. Collected feedback and iterated on UX. Shipment visibility queries dropped 94% as customers self-served via the portal instead of calling operations.
Every metric is independently verifiable. These aren't vanity numbers — they're business outcomes.
28%
Fuel Cost Reduction
Achieved within 90 days of full deployment. AI route optimization eliminated 1.2M miles of unnecessary driving annually. Fuel anomaly detection recovered an estimated $310K in the first year by identifying and stopping pilferage.
99.2%
On-Time Delivery Rate
Improved from 91% pre-deployment. Real-time tracking allowed operations to proactively reroute vehicles around traffic incidents and breakdowns. Penalty payments dropped to near-zero.
62%
Reduction in Unplanned Downtime
Predictive maintenance caught engine issues 7-14 days before failure, allowing scheduled repairs during off-hours. Vehicle availability increased from 82% to 94%.
$3.8M
New Contract Value Won
The customer tracking portal became a competitive differentiator. FleetCore won 3 major new contracts — including the pharmaceutical shipper that had previously threatened to leave — specifically citing real-time visibility as the deciding factor.
“For 15 years we managed our fleet by gut feel and phone calls. FleetPulse gave us a brain. The first month alone, we caught fuel theft that had been happening for years. The system paid for itself in 4 months.”
Mohammad Yusuf
Managing Director, FleetCore Logistics
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