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Sangre Strategies · Remote, nationwide

Practical AI for businesses that build things.

I spent years running building-materials and millwork operations. The counter, the bids, the shop floor. Now I build the AI tools those businesses actually need, and help you put them to work. No hype, no chatbots for the sake of it. Just the boring, expensive problems, solved.

$0 → $2.5M
Co-founded and grew a building-materials business
Div 06/12
Led a commercial millwork estimating desk
Frontier AI
I professionally evaluate and red-team the newest models
MBA
Business-trained, not just tech-curious
01 / The problem

Everyone is telling you to "use AI." Almost no one can tell you how.

The advice out there is either priced for a Fortune 500, or it is hype merchants selling you a chatbot you will never open again. What a real business needs is someone who understands how it actually runs, and can build the thing, not just talk about it.

Too expensive

The consultants who are any good cost more than the problem.

Enterprise firms do not get out of bed for a 40-person shop, and their rates assume you have a CFO to approve them.

Too much hype

The ones who will take your money mostly sell air.

A prompt you could have Googled, a "strategy deck," a subscription to a tool nobody on your team ends up using.

Too generic

The generic advice is not built for how you actually work.

Your business runs on bid sets, takeoffs, schedules, and specs, not on whatever the AI newsletter is excited about this week.

Too risky

You do not want to be the guinea pig.

You want to see it work on your own job first, for free, before anyone talks about a bill.

02 / Who you'd be working with

I have sat in your chair. Then I learned to build the tools.

I am Morgan Wheeler. I co-founded and ran a building-materials business in a Kansas town of two thousand people and grew it from nothing to $2.5 million, customer by customer, contractor by contractor. Then I ran a lead estimating desk for a millwork company, reading the same Division 06 and 12 bid sets you read, making the same bid/no-bid calls at 6 a.m.

So when I look at your operation, I am not a tech guy squinting at an industry he has never worked in. I know where the time goes, where the money leaks, and which "AI use cases" are nonsense.

I also work the other side of it. I hold an MBA, and I do professional AI model evaluation: testing and grading the newest systems against expert humans. So I know what these tools genuinely do, and where the hype falls apart.

And I do not stop at advice. I build the actual tools. The automations, the assistants, the thing that reads the document so your best person does not have to. The proof is below: I built it for my own trade first.

A.
I have run the businesses.Building materials and millwork, owner and estimator. Real P&L, real shop floor.
B.
I speak your trade.Bids, takeoffs, specs, schedules, prevailing wage. Not buzzwords.
C.
I work inside AI itself.I professionally evaluate and red-team frontier models. I know what they do and what they cannot.
D.
I build the tools myself.Working software, shipped and running. Not a strategy you have to go implement alone.
03 / How it works

Start small, prove it, then go as far as it is worth.

No long contracts to find out if this helps you. We start with a focused look at your operation and a plan you own whether or not we go further.

Step 01

AI Readiness Audit

A short, focused engagement. I sit with you and your team, map how the work actually flows, and hand you a prioritized plan: where AI helps, what it is worth, and what to leave alone.

You get a plan you keep, even if we stop there.

Step 02

Build the fix

I build the highest-impact thing from the plan. The automation, the assistant, the tool that reads the document. Fixed scope, working software, delivered.

Where most "consultants" hand you a slide deck, you get a tool.

Step 03

Your AI person, on retainer

Once it is working, I stay on as your fractional AI person. Monthly priorities, new builds, training your team, keeping you ahead instead of behind.

A specialist on call, without a specialist's salary.

04 / Proof · I built this for my own trade first

Specchec: it reads a commercial bid set in minutes.

Before I offered to build tools for your business, I built one for the job I used to do. Specchec does the "first read" on a commercial bid set, the qualification that used to eat an estimator's whole morning. There are two of them now, one for millwork and casework and one for commercial roofing.

Upload the specs, plans, and addenda. Minutes later you have a qualification report that tells you the scope, the materials and finishes, the hardware and submittals, the deadlines, and any conflict the addenda slipped in, with a page reference on every single claim, so your estimator verifies in seconds instead of re-reading everything. It comes back as a PDF, section by section, with every gap the set never answered collected at the back as the RFIs worth sending.

A real, unedited run: a 161-page bid set (specs, plans, and three addenda) came back in about three minutes. That is the bid/no-bid call in the time it takes to pour a coffee.

That is the kind of thing I build. The question is what the equivalent is for your business, and the way to find out is to let me show you, free, on your own work.

Specchec Report - Davis Hall.pdf
PROJECT  HCC Davis Hall Renovation, Hutchinson KS
BID DUE  Tue 4 Feb, 2:00 pm (Specs, p.5)
PLAM     HGS .048", VGS .028" (Specs, p.203, 329)
HINGES   Blum #71T5550 (Specs, p.205)
QUARTZ   Corian Oyster Grigio (Addendum 2, p.11)
! PENDING PL1 / PL2 colors, architect selection (Drawings, p.25)
05 / Start free

Send me one of your bids. I will run it free.

No signup, no card, no commitment. Tell me a little about your shop and I will qualify a real bid for you, the actual report on your actual job, and email it back.

  • 01 You fill this out and send a bid you are looking at.
  • 02 I run it and email you the page-referenced report.
  • 03 We talk about what else in your operation is worth fixing.

Goes straight to Morgan. Your info is never sold or shared.

Received

Got it. Talk soon.

Reply to the confirmation with a bid (or the GC's share link) and I will run it and send the report back. Morgan