AI for Fleet Repair Operations | TMI Technology
Fleet Repair Operations

Your client fleets run. Until they don't.

Fleet repair operations need predictive maintenance, rapid response, and billing that captures everything the job generated. TMI builds the systems that track every vehicle's service history, surface maintenance before breakdowns happen, and invoice from actual labor and parts data at job completion.

The Problem

Fleet repair operators lose contracts to predictability - clients expect vehicles in service, not in the shop unexpectedly.

The shops that win fleet contracts are the ones that reduce unexpected downtime. That requires data-driven maintenance, not reactive repair.

01

Reactive maintenance is more expensive than planned maintenance

An emergency roadside repair costs 3-5x what the same repair would cost on a scheduled PM visit. Fleet clients calculate this and evaluate their shop partners on it.

02

Fleet billing requires work order reconciliation across vehicles

A fleet client with 40 vehicles needs an invoice that breaks down by vehicle, by job type, and by contract. Assembling this from individual work orders takes hours.

03

Vehicle history is scattered across paper records and memory

Knowing what was done on a specific vehicle last visit, what's coming due, and what recurring issues have appeared requires records that most shops can't produce instantly.

What TMI Builds

Six systems. One operating layer.

TMI builds the intelligent infrastructure that connects every function of your fleet repair operations operation into a single layer that runs without constant manual management.

01

Predictive Maintenance Scheduling

Vehicle health monitoring and service history analysis that surfaces maintenance needs before breakdowns occur. PM schedules automated per vehicle.

02

Fleet Billing & Reporting

Automated fleet invoice generation broken down by vehicle, job type, and contract terms. Reports ready for fleet clients without manual compilation.

03

Vehicle History & Service Records

Complete service records per vehicle searchable by VIN, job type, and date. Everything visible instantly when a fleet vehicle arrives.

04

Priority Dispatch for Fleet Breakdowns

Fleet breakdown response prioritization with automated loaner vehicle coordination and client notification.

05

Parts Inventory Management

Common fleet parts tracked and reordered automatically. No waiting for parts that should always be in stock.

06

Contract Performance Reporting

Automated reporting against fleet contract SLAs - uptime percentage, average repair time, and cost per vehicle - delivered to clients on schedule.

3.8x
Cost difference between emergency roadside repair and scheduled PM for the same job
22%
Fleet contract retention improvement from proactive maintenance vs. reactive repair
6hrs
Weekly fleet billing compilation time eliminated through automated invoice generation
14 days
Average deployment time for fleet repair intelligent operating layer
Get Started

Build the operating system your fleet repair operations business needs.

Start with The Audit. One session to map your workflows, find the highest-leverage problems, and build your plan.