AI for Roustabout Companies | TMI Technology
Roustabout Companies

Field maintenance that keeps production running.

Roustabout work is the operational backbone of producing fields - tank batteries, flowlines, equipment maintenance, and general field labor. TMI builds the systems that dispatch crews efficiently, document work automatically, and invoice from field data the same day the job is done.

The Problem

Roustabout margins depend on crew efficiency and billing accuracy - both of which suffer from manual processes.

The companies losing margin aren't less skilled. They're losing it to dispatch inefficiency, incomplete work documentation, and billing delays.

01

Crew dispatch involves phone calls and guesswork

Which crew is closest, which crew has the right skills, which crew has the equipment for this job - dispatching roustabout work manually means decisions made with incomplete information.

02

Work documentation is inconsistent across crews

What one crew writes on a work ticket is different from what another writes. Some document extras, some don't. Billing accuracy depends entirely on whoever filled out the ticket.

03

Billing is delayed and often incomplete

Work tickets come in at end of shift, get processed next day, and anything that wasn't written down doesn't get billed. Roustabout billing has high leakage for exactly this reason.

What TMI Builds

Six systems. One operating layer.

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

01

Crew Dispatch & Assignment

Proximity-based crew assignment with skills matching and equipment availability. Dispatch orders generated automatically when jobs are called in.

02

Digital Work Orders & Field Documentation

Structured work order completion in the field with photo documentation, material usage, and time tracking. Consistent documentation regardless of which crew is on site.

03

Billing & Invoice Automation

Invoice generated from field work orders at shift close. Every hour and every material item captured automatically.

04

Preventive Maintenance Scheduling

Routine maintenance schedules for tank batteries, pumping units, and field equipment - triggered automatically by interval or condition.

05

Safety & Compliance

JSA workflows, H2S monitoring records, and incident reporting maintained automatically throughout each job.

06

Operator Reporting & Communication

Automated work completion reports and status updates delivered to operators after each job without a coordinator generating them.

22%
Average billing recovery improvement through automated field ticket capture
$41k
Average annual cost of crew inefficiency from manual dispatch in a 10-crew operation
2.8hrs
Daily administrative time per field supervisor eliminated through automated documentation
21 days
Average deployment time for roustabout operations AI layer
Get Started

Build the operating system your roustabout companies business needs.

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