Make one costly factory problem go away in 60 days, or you do not pay.

Custom AI agents and internal tools for US manufacturers doing $5M to $100M in revenue. We fix scheduling or inventory headaches, compliance paperwork, and late invoices with systems that run on your infrastructure, with code you can keep using even without us.

  • Get scheduling and inventory under control without more spreadsheets
  • Eliminate manual compliance and paperwork grunt work
  • Stop losing cash to late invoices and slow collections
Book your Factory AI Roadmap Session

$1,000 value — included at no cost for qualified manufacturers.

Factory AI dashboard showing manufacturing metrics
28% → 7%
Late invoices
+$28,000
Monthly margin
~$70/mo
Hosting cost
Trusted by
Cole-TAC Colt CZ Group Tandemkross Corky's BBQ Coolmore Logistics

Does this sound like your factory?

I spend a lot of time bouncing page to page because not one screen gives me everything I need.

Aaron Stafford Colt CZ Group

My wife asked how long a big order would take and if we would make money. I did not know.

Dustin Coleman Owner/CEO, Cole-TAC

We tried the cheap overseas dev route and never got the end product we wanted.

John Dicken Founder & President, Coolmore Logistics

We have people generating reports I am not sure anyone is even using.

Jimmy Stoval Corky's BBQ

If this feels uncomfortably familiar, the Factory AI Profit Pilot was built for you.

Start with one high value Factory AI Profit Pilot

We begin with one business problem that is big enough to matter and simple enough to win fast. No digital transformation. No giant bet. One project that proves the ROI.

What we do together

  • Short diagnostic to map your operation and surface AI opportunities
  • Together we pick one problem in the high impact, low complexity corner
  • We design and build a custom AI system that makes that problem go away
  • Your team is trained and using it in the real world

Pilot Specifications

  • First working prototype in under 2 weeks
  • Live in production in 30 to 60 days
  • Typical investment: $25,000 fixed fee
100% Money-Back Guarantee

If within 90 days of go live you do not believe the system is worth at least $25,000 per year in profit or hard cost savings, you get a 100 percent refund. I do not want blood money.

What happens after the pilot works

Once the pilot is delivering, most clients keep going. You get a fractional in house AI and software team focused only on high ROI factory problems.

  • We maintain and improve everything we have already built
  • We keep a ranked backlog of your AI and software opportunities
  • Every month we either ship a new AI system or expand a proven one

Factory AI Systems Partnership from $10,000 per month, month to month. Cancel or pause any time.

Monthly Guarantee

At the end of any month, if you do not feel you received at least $10,000 of value, tell us and we refund that month.

Book your Factory AI Roadmap Session

Why manufacturers pick this over more SaaS or cheap dev shops

Factory first, not generic dev

Built by a mechanical engineer who spent years on factory floors. You do not have to translate shop floor reality into a 50 page spec.

Start small, prove it, then grow

One high value pilot. Prove it in 30 to 60 days. Then decide together what is next instead of betting six figures on a slide deck.

Own the asset, not the vendor lock in

Systems run on your infrastructure. Typical hosting is tens of dollars per month, not thousands. If money gets tight, the systems keep running.

Real factories, real numbers

Coletac Manufacturing

"We were running high 20s percent of invoices late. Now it is about 7 percent."
  • AI driven invoicing and collections system
  • One full time role worth of vendor and PO chasing handled by AI
  • Hosting around $70 per month

Coolmore Logistics

+$28,000 additional margin in the first (partial) month from one system
  • ROI recouped in about two weeks
  • New hires ask for access to the system on day one

In their words

If this system was taken away, I would just quit.

Dustin Coleman Owner/CEO, Cole-TAC

I could not imagine going back to doing this manually.

Ross Roetman Director of Manufacturing, Tandemkross

You played back what I wanted better than I could explain it.

Jimmy Stoval Corky's BBQ

The quickest ROI dollars I have ever spent on a single project.

John Dicken Founder & President, Coolmore Logistics

Who this is for

  • Owner or senior leader of a US manufacturing operation doing $5M to $100M in revenue
  • Personally tech forward — you play with new tools and hate how far the factory lags behind
  • Spending thousands per month on SaaS that never quite fits, or frustrated with past vendor experiences

Common questions

Do we own the code?

You own the systems, the data, and the accounts they run on. Everything is deployed into your cloud accounts under your control. You have full access to the code and can have any developer maintain or extend it, even if we never work together again.

We retain ownership of the generic building blocks we reuse across clients. In practice, that means you have perpetual use and control of the specific systems we build for you, without getting locked to our servers or our company.

What if you disappear?

All hosting, APIs, and infrastructure run under your accounts and your credit card. If I get hit by a gravel truck tomorrow, you still have the keys to the kingdom.

Why is the pilot $25,000?

Because we are aiming at problems that move at least $25,000 per year in profit or hard cost savings, usually much more. The goal is a fast payback, then ongoing upside. And it is backed by a 100 percent refund guarantee if you do not believe we hit that bar.

What happens on the Roadmap Session?

You walk me through your operation and constraints. We map your biggest constraints and list candidate projects. If there is not a high ROI pilot to do, I will tell you plainly and there is no pitch.

If you can think of one factory problem worth $25,000 per year to fix, we should talk.

Book your Factory AI Roadmap Session

$1,000 value — included at no cost for qualified manufacturers.