Case Study
An Operations Platform for a Regional Transportation Company
A transportation company with 100+ vehicles and over 1,000 daily trips was losing hours daily to manual dispatching, missed reminders, and disjointed GPS. We replaced the entire coordination layer with one operations platform spanning dispatch, GPS visibility, customer comms, and driver coordination -- all on a shared database with a unified ops dashboard.
Industry
Transportation
Fleet Size
100+ Vehicles
Timeline
6 Weeks
Channels
SMS, Voice, GPS
The Challenge
The company operated a fleet of 100+ vehicles handling over 1,000 daily trips across a regional network. Dispatching was done manually through phone calls and spreadsheets. Appointment reminders were inconsistent - some drivers remembered to confirm, most did not. GPS data sat in a separate system that nobody checked in real time. When a driver ran late or a route needed rerouting, the operations team found out through customer complaints, not through their own systems.
The real cost was not just inefficiency. It was missed pickups, late deliveries, and customer churn. Every manual coordination step was a point of failure, and the team was growing too fast for the manual processes to keep up.
What We Built
We deployed a five-component AI operations system in 6 weeks:
Automated Dispatching - AI-powered dispatch that assigns drivers based on location, availability, vehicle type, and route optimization. Replaces manual phone calls with instant SMS and in-app notifications. Smart Appointment Reminders - Automated multi-touch reminder system across SMS and voice. Customers and drivers both receive confirmations, reminders, and real-time ETA updates. GPS Tracking Integration - Real-time fleet visibility dashboard that pulls GPS data and surfaces it as actionable intelligence: late arrivals, route deviations, idle time, and ETA accuracy. Driver Coordination AI - An AI assistant that handles routine driver communications: schedule changes, route updates, availability checks, and incident reporting. Drivers interact via text or voice. Operations Dashboard - Unified view of all fleet operations: active routes, upcoming appointments, driver status, and performance metrics. Alerts for exceptions that need human attention.
Five integrated modules
Module 1
Automated Dispatching
AI assigns drivers by location, vehicle type, and route optimization. Replaces phone calls with instant SMS.
Module 2
Smart Reminders
Multi-touch SMS and voice across customers and drivers. Confirmations, ETAs, and exception alerts.
Module 3
GPS Integration
Real-time fleet visibility surfaced as actionable intelligence: late arrivals, route deviations, idle time.
Module 4
Driver Coordination AI
Handles routine driver communications: schedule changes, route updates, availability checks, incidents.
Module 5
Operations Dashboard
Unified view across active routes, appointments, driver status, and exception alerts.
Live exception alert
Operations dashboard alert flow
Auto-rerouting
Operations alert
Auto-reassigned. Logged.
Results
60% reduction in manual coordination time for the operations team. Appointment no-shows dropped significantly with automated multi-touch reminders. Real-time fleet visibility replaced after-the-fact reporting. Driver response time to schedule changes reduced from hours to minutes. Customer satisfaction improved with accurate ETAs and proactive communication. 6-week implementation from kickoff to production.
Why This Matters
Transportation and logistics companies share a common scaling problem: the coordination layer does not scale linearly with fleet size. Adding 10 more vehicles should not require 10 more dispatchers. AI operations infrastructure breaks that linear relationship by automating the routine coordination, routing, and communication that consume the most human hours, while keeping humans in the loop for the decisions that actually require judgment.
Running a fleet operation?
We build AI operations systems for transportation and logistics companies. 30 minutes, free.
Meet with Hedgestone