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
The Process

How TMI works for heavy machinery businesses.

Not a software demo. Not a consultant deck. A real system installed and running in your operation.

01

Strategy call

30 minutes. We map your current operation, find where the gaps are costing you most, and tell you exactly what to build first.

02

Custom build

We design and build every system around how your business actually runs. No templates. No generic software. Built for you.

03

Install & live

We install, train your team, and hand over a system that runs without us in the room. Most operations are live in 6-8 weeks.

Key Systems

The systems that move the needle for heavy machinery.

Common Questions

What heavy machinery owners usually ask.

Most operations are fully live in 6-8 weeks from kickoff. The timeline depends on how many systems you're installing and how fast your team can meet for handoff sessions. We don't drag it out - the goal is to get it running and hand it back to you.

Minimal. We build systems that fit into how your team already works - not the other way around. Most of the automation runs in the background. Where your team does interact with it, we train them and keep it simple enough that it actually gets used.

We don't touch the equipment. We build the operational systems around it - the tracking, the maintenance scheduling, the work orders, the reporting. Nothing we install talks to your machinery directly.

Off-the-shelf software sells the same tool to every business in your industry. TMI builds custom infrastructure around how your specific operation runs. No configuration required. No workarounds. No manual handoffs between tools that don't talk to each other. We build it for you, install it, and hand it over.

It depends on what you're building. A single-agent implementation starts in the low thousands. A full operating system build is a larger investment - and pays back faster than you'd expect when you see what's being recovered. The strategy call is free. That's where we figure out what makes sense for where you are.

How It Works

Three steps. Your operation, automated.

01

Map your operation

One call. We walk every process, bottleneck, and gap in your workflow. Nothing gets assumed. Nothing gets skipped.

02

We build it

Custom AI infrastructure built specifically for how you operate. Done for you. 14 days max. No templates. No generic software.

03

You run it

Your team gets trained. The system runs. We stay on for support. You never deal with a generic software vendor again.

Key Systems

What gets built for your operation.

Machine Hours and Utilization Tracking

Actual operating hours tracked per machine automatically. Utilization rates surface what is running hard and what is sitting idle.

Preventive Maintenance Automation

Service intervals triggered by hours, not calendar date. PMs get scheduled before failures happen. Unplanned downtime drops.

Operator Assignment and Certification

Tracks operator certifications per machine type. Assignments only go to certified operators. Compliance is automatic.

Parts and Component Tracking

Tracks wear components, critical spare inventory, and supplier lead times per machine. You stop finding out a part is missing when it is needed.

Job Site Deployment Coordination

Tracks which machines are where, their availability, and scheduled returns. Deployment decisions are based on real data, not guesses.

Rental and Revenue Tracking

For rental fleets: utilization, rental agreements, and billing managed automatically. Revenue gaps become visible.

Common Questions

What operators ask us.

Hours get logged automatically at the machine level - from telematics if available, or from operator job records. Utilization rates surface in real time. You see which assets are working and which are sitting.

Service intervals are triggered by operating hours, not calendar date. The system schedules PMs automatically and alerts maintenance staff before the interval hits. Unplanned downtime drops significantly.

Yes. Each operator has a certification profile tied to machine types. Assignment systems only route certified operators to the relevant equipment. Compliance is built in, not checked manually.

Critical parts get tracked per machine. Reorder alerts fire when stock drops below minimum levels. Lead times are factored in automatically so parts arrive before you need them.

14 days from the discovery call to deployment, including integration with existing telematics or equipment management systems.

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.

How We Work

Four ways to build with TMI.

Every engagement is different. Whether you need the full operating system or one agent solving one problem - we have a format that fits where you are right now.

Full Install

Agentic OS

One engagement. Every system. TMI designs, builds, and installs your complete AI operating system - from lead intake to final output. You own it. It runs without us once it's live.

Book a Strategy Call →
Targeted Build

OS Bundles

Pre-configured intelligent systems built for your industry. The highest-impact functions deployed faster - starting with what moves the needle most for your operation and expanding from there.

See What's Included →
Single System

Agents

One agent. One problem. Purpose-built AI for the specific friction point costing your business the most right now - dispatch, estimating, follow-up, compliance, or anywhere else it's bleeding.

Start With One Agent →
White-Label

Licensing

Agencies and consultants can license TMI's proven systems to deploy for their own clients - under your brand or ours. Done-for-you infrastructure you didn't have to build from scratch.

Inquire About Licensing →

Not sure which format is right for where you are? Every engagement starts with a strategy call. We'll tell you exactly what to build and in what order.

Book a Strategy Call →