TMI Trades | AI Infrastructure for the Physical Economy
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Intelligent Infrastructure for the Physical Economy

Your crew runs the job. The back office is what's breaking you.

You're doing $2M, $5M, maybe $10M in revenue — and you're still manually dispatching, chasing invoices, and losing jobs to slow estimates. TMI builds the intelligent infrastructure that runs your operation without adding headcount.

Currently working with HVAC, roofing, construction, and fleet operators doing $1M+.
HVAC
Roofing
Construction
Plumbing
Electrical
Oil & Gas
Fleet Operations
Trucking
Frac Crews
Manufacturing
Mining
Concrete
Crane Services
Freight Brokers
Property Management
No Monthly Fees
Yours Forever
HVAC
Roofing
Construction
Plumbing
Electrical
Oil & Gas
Fleet Operations
Trucking
Frac Crews
Manufacturing
Mining
Concrete
Crane Services
Freight Brokers
Property Management
No Monthly Fees
Yours Forever
What's actually happening

The field runs fine. It's everything else that's killing your margin.

The work gets done. The problem is the 40 hours a week of admin, follow-up, scheduling, invoicing, and reporting that happens around the work.

01
Dispatch is still a phone call and a whiteboard
Someone calls in sick. Two techs show up to the same job. A customer waits four hours past their window. You find out at the end of the day when the complaints come in.
02
Estimates go out slow and come back wrong
Your best estimator is busy on the job site. New leads sit for three days. When the estimate finally goes out, materials are priced from memory. You win the job and lose money on it.
03
Change orders get missed, invoices go out late
Extra work gets done. Nobody writes it down. The invoice goes out for the original scope. You completed $12k of work and billed $9k. That's not a cash flow problem -- that's a systems problem.
04
Your best tech just became your biggest single point of failure
He knows the system. He knows every customer. He knows the parts room. He's been here 11 years. He's also 54 years old. When he leaves, half your operation leaves with him.
05
You can't see the business. You can only feel it.
Is the Riverside crew actually profitable? Which job type has the worst margin? What's your cost per lead by channel? You don't know because the data lives in three spreadsheets and nobody's head.
06
You're invisible when the people who need you are searching
Someone needs a plumber right now. They search Google. They ask their phone. They check ChatGPT. Your company doesn't show up. You're doing $3M a year and a one-truck operation with a better Google listing is taking your work.
07
The job ends and the customer relationship ends with it
Nobody follows up. Nobody asks for a review. Nobody sends a maintenance reminder six months later. You spent $200 acquiring that customer and handed them back to the open market the day the job finished.
08
Parts and inventory is costing you hours you're not tracking
A tech drives 40 minutes to pick up a part that was already in the van. A supplier backorder stops a job for three days. Your parts room is managed by whoever knows where things are -- and that person is on vacation.
09
Safety and compliance docs are managed by memory and hope
OSHA form? Someone handles it. Permit pulled? Think so. Toolbox talk this week? We'll do it tomorrow. When the inspector shows up or the incident happens, you realize how much of your compliance operation was running on faith.
10
You don't know which marketing is actually bringing profitable jobs
You're spending money on Google, Yelp, direct mail, and a referral program. One of them is bringing your best margin jobs. The others are breaking even or worse. You don't know which is which, so you keep running all of them.
What we build

The operational infrastructure your business should have been running on three years ago.

Custom-built on your existing tools. No new software to learn. No monthly license fees. We build it, you own it, it runs without us.

Scheduling & Dispatch
Intelligent Job Scheduling
Jobs routed by location, crew skill, equipment, and availability automatically. Customers get real-time windows. Techs get the next job before they finish the last one. Dispatch stops being a person and becomes a system.
Estimating
Fast, Accurate Estimate Systems
Estimates built from your historical job data with live material pricing. Out within hours, not days. Followed up automatically. Win rates go up when you're first and accurate -- and your margin holds because the numbers are real.
Revenue Capture
Change Order & Invoice Automation
Every extra hour, every material, every scope change captured in the field and added to the invoice automatically. You stop billing $9k for $12k jobs. Change orders go out fast and come back signed before the next phase starts.
Lead Management
Lead Follow-up & Close Systems
New leads get an instant, personalized response -- not a form confirmation. Follow-up runs on a schedule that adjusts based on whether they respond. You stop losing work to the competitor who simply called back faster.
Operations
Real-Time Field Dashboard
One screen: every crew, every job, every vehicle, labor hours vs estimate in real time. You stop finding out three weeks after a job went sideways. Every manager sees what they need without calling anyone.
Knowledge
Institutional Knowledge Systems
What your best tech knows gets captured and made available to every crew. Customer history, equipment quirks, site access codes, callback reasons -- documented automatically and searchable by anyone on the team.
Visibility
Search & AI Discovery Presence
When a homeowner asks Google, ChatGPT, or any AI assistant who to call -- your business appears in the answer. We build the content infrastructure, structured data, and authority signals that put you in front of customers at the exact moment they're looking. Not ads. Presence.
Reputation
Review & Reputation Automation
After every completed job, the follow-up goes out at the right time. Review requests hit when satisfaction is highest. Five-star responses are drafted automatically. Complaints get caught before they go public. Your reputation compounds while you're on the next job.
Retention
Customer Communication & Follow-up
Maintenance reminders go out before the customer remembers they need you. Seasonal messages reach the right customers at the right time. Referral requests go to your happiest clients. A customer you served once keeps hearing from you, so they call you first next time.
Inventory
Parts & Inventory Management
What's in stock, what's been used, what needs to be ordered -- tracked automatically against job records. Your techs know what's in their van before they leave the shop. The parts room stops being the reason a job goes sideways at 2pm on a Friday.
Compliance
Safety & Compliance Documentation
Toolbox talks logged in the field. Safety forms completed and filed automatically. Permits tracked by job. Inspection records in one place. You stop running compliance on memory and start running it on a system that can prove everything when asked.
Intelligence
Marketing Attribution & Job Profitability
Every lead source tracked back to actual job margin -- not just revenue. You find out Google Local is bringing your best work and Yelp is bringing break-even jobs. You stop spending money on what feels good and start spending it on what's measurably profitable.
Who we work with

Built for operators running real field operations.

If you have crews, trucks, and jobs - and your back office can't keep up - this is the build for you.

Core Trades
HVAC
Dispatch, maintenance schedules, and seasonal surge capacity.
🏠
Roofing
Fast estimates, storm response routing, and subcontractor coordination.
🏗
Construction
Project tracking, subcontractor management, and job costing in real time.
🔨
Plumbing
Emergency dispatch, recurring service reminders, and parts inventory tracking.
Electrical
Permit tracking, inspection scheduling, and complex job costing automation.
🏗
Concrete
Pour scheduling, crew dispatch, quality control, and project cost tracking.
🎨
Painting
Crew scheduling, estimate automation, and job-site documentation systems.
🐛
Pest Control
Route optimization, recurring service reminders, and chemical use tracking.
🔥
Restoration
Emergency dispatch, documentation workflows, and insurance claim coordination.
🌿
Home Service
Route optimization, crew tracking, and full-stack back-office automation.
🌿
Landscaping
Route optimization, crew scheduling, and seasonal service management.
💧
Irrigation Companies
System installation tracking, service routes, and maintenance scheduling.
🌳
Land Clearing
Equipment dispatch, job costing, and site documentation workflows.
🌪
Storm Cleanup
Emergency dispatch, insurance documentation, and debris crew coordination.
Transportation & Logistics
📦
Freight Brokers
Load matching, carrier coordination, and billing automation from one system.
🚚
Trucking Companies
Driver dispatch, HOS compliance, and lane profitability tracking.
Hotshot Trucking
Load coordination, real-time tracking, and fast invoice turnaround.
📫
Last-Mile Delivery
Route optimization, delivery confirmation, and exception handling at scale.
🚎
Courier Fleets
Dynamic routing, proof-of-delivery capture, and customer notification automation.
🏭
3PL
Inventory management, order fulfillment workflows, and client-facing reporting.
🏢
Warehousing
Receiving, put-away, and inventory accuracy without the spreadsheet gaps.
📦
Container Transport
Port coordination, chassis tracking, and intermodal billing automation.
Refrigerated Transport
Temperature compliance logging, route optimization, and delivery confirmation.
🚚
Heavy Haul
Oversize permit management, route planning, and specialized load coordination.
🚜
Equipment Transport
Load scheduling, tie-down documentation, and delivery tracking workflows.
📋
Freight Forwarding
Shipment tracking, customs documentation, and multi-carrier coordination.
📡
Dispatch Companies
Multi-client dispatch automation, driver management, and load tracking.
📫
Industrial Courier
Route optimization, proof-of-delivery capture, and time-sensitive logistics.
🚑
Debris Hauling
Route scheduling, weight ticket tracking, and disposal site coordination.
🚌
Crew Transportation
Driver scheduling, route coordination, and safety compliance documentation.
🚋
Personnel Transport
Crew tracking, transport scheduling, and compliance automation.
🏜
Sand Hauling
Load scheduling, weight tracking, and delivery coordination for frac sand operations.
Oil & Energy Services
Oil & Gas
Field crew coordination, compliance tracking, and equipment maintenance systems.
🔌
Wireline
Job scheduling, data acquisition workflows, and crew safety documentation.
💧
Frac Crews
Stage tracking, crew rotation scheduling, and real-time job progress reporting.
🔩
Coiled Tubing
Equipment maintenance tracking, crew dispatch, and job documentation workflows.
💨
Flowback
Production monitoring, crew coordination, and fluid disposal documentation.
🔨
Roustabout Companies
Crew scheduling, safety compliance, and field work order management.
🚛
Vacuum Truck Services
Route scheduling, manifest tracking, and disposal documentation automation.
🚚
Oilfield Hauling
Load coordination, field billing, and driver compliance documentation.
🔋
Mud Logging
Data capture workflows, shift handoffs, and well-site reporting automation.
🔧
Snubbing Services
Job scheduling, crew rotation, and equipment certification tracking.
🚜
Rig Moving
Move scheduling, permit coordination, and equipment logistics documentation.
🔨
Pipe Yards
Inventory tracking, delivery scheduling, and material documentation workflows.
🔍
Pipe Inspection
Inspection scheduling, defect documentation, and compliance reporting automation.
Fuel Delivery
Route scheduling, tank monitoring, and delivery documentation automation.
💧
Fuel & Lubricant Distributors
Delivery routing, inventory management, and customer account tracking.
Tank Cleaning
Job scheduling, waste documentation, and compliance reporting workflows.
💧
Water Hauling
Load tracking, route scheduling, and delivery documentation for oilfield water ops.
💨
Water Transfer
Transfer scheduling, volume tracking, and field operations documentation.
Safety & Compliance
Inspection scheduling, documentation workflows, and regulatory reporting automation.
📚
Safety Training
Course scheduling, certification tracking, and compliance record management.
🔥
Welding Gas Distributors
Cylinder inventory tracking, delivery routing, and customer account management.
🔥
Welding Supply
Inventory management, order tracking, and field delivery coordination.
Heavy Industry & Equipment
🏭
Manufacturing
Production tracking, shift management, quality control, and equipment maintenance.
Mining
Equipment utilization, compliance, crew coordination, and production reporting.
🚜
Heavy Machinery
Fleet maintenance scheduling, operator certification tracking, and utilization reporting.
🏗
Crane Services
Lift planning documentation, certification tracking, and operator dispatch.
🔧
Equipment Rental
Asset tracking, maintenance scheduling, and rental billing automation.
Utilities
Outage response coordination, crew dispatch, and regulatory reporting workflows.
🔧
Heavy Equipment Repair
Work order management, parts tracking, and equipment downtime documentation.
🚜
Heavy Equipment Yards
Asset inventory, rental tracking, and maintenance scheduling automation.
🔧
Equipment Dealers
Sales pipeline management, service scheduling, and parts inventory tracking.
🔨
Equipment Dealerships
Inventory management, financing workflows, and service department coordination.
🚑
Forklift Services
Fleet maintenance scheduling, operator certification, and service contract management.
Diesel Mechanics
Work order tracking, parts inventory, and customer communication automation.
🔧
Diesel Shops
Shop scheduling, parts ordering, and fleet customer account management.
Fleet & Vehicle Services
Marine & Offshore
Tugboat Operators
Vessel scheduling, crew rotation, and port coordination workflows.
🚢
Barge Companies
Load scheduling, crew management, and cargo documentation automation.
🚢
Offshore Support Vessels
Voyage scheduling, crew rotation, and cargo manifest documentation.
🚁
Offshore Crew Logistics
Crew scheduling, transport coordination, and offshore mobilization tracking.
Offshore Logistics
Supply chain coordination, vessel scheduling, and platform support automation.
👤
Offshore Staffing
Crew certification tracking, rotation scheduling, and offshore mobilization management.
Marine Logistics
Freight coordination, port scheduling, and shipping documentation automation.
Marine Service Yards
Vessel scheduling, work order management, and parts tracking workflows.
📦
Marine Supply
Inventory management, vessel delivery coordination, and procurement automation.
🚢
Marine Transportation
Route scheduling, crew management, and cargo documentation automation.
Shipyards
Project tracking, crew coordination, and compliance documentation systems.
Dock Operations
Berth scheduling, cargo handling coordination, and port billing automation.
Harbor Services
Vessel coordination, crew dispatch, and port service documentation.
🏗
Crane Barges
Lift planning, crew scheduling, and marine project documentation workflows.
🚢
Port Logistics
Cargo coordination, vessel turnaround tracking, and port billing automation.
🔧
Vessel Maintenance
Preventive maintenance scheduling, work order management, and compliance documentation.
Property & Facilities
Agriculture & Land
Field Support & Environmental
Field Coordination & Staffing
Healthcare & Professional Services
Local & Specialty Services
🔌
Appliance Repair
Multi-tech dispatch, parts inventory, and customer scheduling automation.
🛴
Pool Service
Route optimization, chemical tracking, and recurring service management.
💧
Pressure Washing
Crew scheduling, quote automation, and route efficiency tracking.
🚚
Moving Companies
Crew assignment, vehicle dispatch, job documentation, and damage tracking.
🚒
Towing Companies
24/7 dispatch automation, driver routing, and billing workflows.
📺
Glass & Window Repair
Emergency dispatch, parts ordering, and job documentation workflows.
🔑
Locksmith Companies
Emergency response dispatch, multi-tech scheduling, and job tracking.
🧹
Janitorial Services
Crew scheduling, quality inspection documentation, and client billing automation.
🏠
Garage Door Service
Tech dispatch, parts inventory, and preventive maintenance scheduling.
🌍
Fence Contractors
Estimate management, material tracking, and install crew scheduling.
🔧
Flooring Contractors
Material ordering, install scheduling, and subcontractor coordination.
🏛
Drywall Contractors
Multi-crew scheduling, material management, and change order automation.
Solar Installation
Permit tracking, install crew scheduling, and inspection coordination.
📷
Security Systems
Install scheduling, service call dispatch, and equipment inventory tracking.
Generator Service
Preventive maintenance scheduling, emergency response, and parts tracking.
🔥
Fire Sprinkler & Safety
Inspection scheduling, compliance documentation, and service record management.
📋
Elevator Service
Compliance inspections, maintenance scheduling, and regulatory documentation.
How it works

From broken back office to running infrastructure. 30 days.

We don't sell software. We don't run training sessions. We map what's costing you money, build the systems that fix it, and hand them over running.

01
Week 1
We find where the money is leaking
Job costing gaps, missed change orders, slow estimates, dispatch inefficiencies. We put a dollar figure on what your current operation is costing you. Most operators find $200k-$500k in recoverable revenue in the first conversation.
02
Weeks 2-3
We build on what you already have
Your existing software, your existing crew, your existing process - we connect it and automate the gaps. Your team doesn't need to learn new software. The system fits around how you already work.
03
Week 4+
You run the business. The system handles the rest.
The infrastructure is yours. We train whoever needs to know how it works, document every piece of it, and you take over. No retainer. No monthly fee. No dependency on us after the build is done.
The commitment

If your systems aren't running in 30 days, we work free until they are.

The build is done when the system is actually running in the field - not when we hand over a document. We don't get paid for strategy. We get paid for infrastructure that works.

TMI Research
The State of AI in the Physical Economy
8 data points on the AI gap in field service, construction, oil & gas, and manufacturing.
Read the Report → Also: full combined report →

Your crew is ready. Build the back office that keeps up with them.

We work with trade businesses doing $1M+ in revenue that are ready to stop running on manual process and gut feel. If that's you, let's talk.

No retainer after build
You own the systems
30-day delivery guarantee
Built on your existing tools