Heavy Machinery

The intelligence layer your fleet has never had.

TMI builds the AI command center for heavy equipment dealers, rental companies, and machinery-intensive operations. Equipment tracking, predictive maintenance, rental fleet management, and parts inventory — all live, all connected.

The Problem

Your fleet is running. Your data isn't.

Heavy machinery operations have more moving parts than almost any other industry — and less visibility into them. The machines are tracked by habit, not systems.

01

Machines go down without warning

Hydraulic failures, wear patterns, maintenance gaps — every machine sends signals before it breaks. Most operations never see them until the machine is already idle and costing you by the day.

02

Rental fleet utilization runs on guesswork

Which units are on rent, which are available, which are in for service — tracked across whiteboards, spreadsheets, and phone calls. At 2,000 machines, that's a full-time job just to know what you own.

03

Parts shortages kill your service revenue

A machine waits 6 days because a hydraulic filter is backordered. That's lost rental revenue, a frustrated customer, and a service tech sitting idle. Parts management shouldn't be reactive.

The Platform

Total visibility across your entire fleet.

A live command center for every machine you own, every rental in the field, every open work order, and every AI action running in the background — built for heavy machinery operations.

TMI Heavy Machinery Intelligence — equipment live map, rental fleet utilization, AI operations engine, parts inventory
Heavy Machinery Command Center — Live Fleet Map, Rental Utilization, AI Operations Engine
Full-Stack Coverage

Six systems. One operating layer.

Each system handles a different function. Together they give you the kind of operational control that used to require a team of people running reports all day.

01

Equipment & Fleet Tracking

Every machine — owned, rented, in transit, in service — tracked in real time. Location, utilization rate, status, and maintenance history all in one view.

Asset Tracking →
02

Predictive Maintenance

AI monitors usage patterns and flags machines before they fail. Maintenance schedules auto-generated by actual machine hours, not calendar dates.

Predictive Maintenance →
03

Rental Fleet Management

Rental contracts, availability, utilization, and return tracking managed automatically. Know your fleet health and revenue per unit without manual tracking.

Fleet Management →
04

Parts & Inventory

Parts levels monitored per machine type. Reorders triggered automatically before you run short. No more emergency freight charges because someone forgot to reorder hydraulic filters.

Inventory Management →
05

Work Orders & Service

Service requests logged, techs assigned, parts pulled — all from one screen. Work order history tied to each machine so you know exactly what's been done and what's due.

Field Data & Work Orders →
06

Operations Intelligence

Revenue by machine, margin per rental, idle time by location — all live. Your AI operations engine surfaces alerts, recommends actions, and keeps your team ahead of problems.

Analytics & Reporting →
What We Build

Every system we build for heavy machinery.

Custom-built around your operation — not configured from a SaaS template. Each system is designed around how your equipment business actually runs.

72%
Average rental utilization after implementation
40%
Reduction in unplanned downtime
$0
Emergency parts freight after predictive reorder
8 wks
Average time to full deployment
Get Started

Ready to see your full fleet in one place?

Tell us how many machines you're running and how you're currently tracking them. We'll show you where automation creates the most leverage.