Paperwork that moves the day the work does.
AI automation for contractors means putting the paperwork side of the job (estimates, submittals, RFI logs, schedule updates, invoice follow-up) on systems that run on a schedule and get checked after every run. We build those systems at a fixed price, $5,000 to $15,000 per system, on accounts you own. The place to start is our AI Ops Audit, $2,500 flat, which maps your automatable work in dollars and includes one quick win implemented before the report lands.
Where a contractor's week actually goes
Ask any contractor where the margin goes and the answer is rarely the field. It is the office hours wrapped around the work: writing estimates and proposals, assembling submittal packages, chasing RFI responses, sending schedule updates to clients who call when they do not get them, following up on unpaid invoices, and keeping compliance paperwork current.
None of that work is billable, all of it repeats, and most of it follows the same pattern every time. Work that follows a pattern is exactly what automation handles well, provided someone builds it carefully and keeps checking that it still works.
What we automate for contractors
Every build is fixed scope and fixed price, $5,000 to $15,000 per system, built on accounts you own. For contractors, typical systems look like this:
- Estimate and proposal drafting that starts from your past jobs and pricing, so you review and send instead of writing from scratch
- Submittal package assembly and tracking, with a running log of what went out, when, and what is still waiting on a response
- RFI tracking and follow-up, so open questions get chased on a schedule instead of when someone remembers
- Client schedule updates drafted and queued on a regular cadence, before the client has to ask
- Invoice follow-up that runs politely and persistently until the invoice is paid
- Compliance paperwork (certificates, renewals, required filings) tracked and prepared ahead of deadlines
An engineer who has lived the project side
O'Donnell AI is a one-person firm run by Jake O'Donnell, a licensed professional engineer. Before this, I built and operated industrial gas systems, including a commercial CO2 recovery plant. That work meant living inside construction projects: submittal packages, RFI chains, schedule pressure, and the paperwork that trails a project long after the field work is done. I am not guessing at how a contractor's office works. I have carried that clipboard.
The operating discipline is the same one you would apply to equipment. Starting in February 2026, I spent about 135 days building a personal automation fleet of 70 scheduled jobs that have logged more than 10,000 runs, and the telemetry is published publicly. When the fleet's failure rate hit 23.7% in May 2026, I instrumented it and had it down to 2.0% by June. Your systems get the same treatment: logged, checked, and fixed when they drift.
What it costs and what you own
The AI Ops Audit is $2,500 flat and takes about two weeks. You get a written map of your automatable work with the time savings put in dollars, and we implement one quick win before the report lands, so you get value even if you never hire us again. The first three clients pay $1,000, openly because we are building our public case-study bench.
Automation builds run $5,000 to $15,000 per system, fixed scope and fixed price. Managed operations, where we run and improve everything for you, is $1,500 to $2,000 per month, month to month, with no long-term contract. An RFI never sits silent. Every run is logged and checked against rules written for your business, and the monthly report says in plain English what got done.
You own the accounts, the keys, the data, and everything we build. AI usage costs pass through at cost with no markup. If you leave, everything stays yours and keeps working.
Questions we hear
How much does AI automation cost for a contracting business?
The AI Ops Audit is $2,500 flat (our first three clients pay $1,000) and takes about two weeks. Individual automation builds are $5,000 to $15,000 per system at a fixed price. If you want us to run everything, managed operations is $1,500 to $2,000 per month with no long-term contract. Industrial and plant engagements are quoted individually.
Will this work with the estimating and accounting software we already use?
Usually, but not always, and we will not pretend otherwise. Everything we build runs on accounts you own, connected to the tools you already run. Part of the audit is confirming what connects cleanly and what does not, so you find out before you pay for a build, not after.
Do I need someone technical on staff to keep this running?
No. Managed operations exists for exactly that. Every run is logged and validated against checks specific to your business, and you get a plain-English monthly report of what the AI did. If you ever leave, everything is built on your accounts and stays yours, and it keeps working.
What happens if the AI gets something wrong on an estimate or an RFI?
High-stakes documents get drafted and queued for your review, not sent on their own. Every run is validated against business-specific checks, and failures are logged rather than hidden. We hold our own fleet to that standard, and we publish its telemetry publicly, including the month our failure rate hit 23.7% and the month we brought it to 2.0%.
Do you work on site?
Yes. We are based in Charleston, South Carolina and serve South Carolina and the Southeast, and we are glad to come to your office. Some of this work goes faster sitting next to the person who does the paperwork today.
See where your office hours actually go
The audit is $1,000 for our first three clients ($2,500 after), takes about two weeks, and includes one working automation before the report lands. Not ready for that? Email us the one piece of paperwork you dread most and we will tell you honestly whether it is worth automating.