Throughput Partners
Operator-built AI systems

AI is the easy part. Understanding your business is the hard part.

That's where I start.

Selected work

View all work
01

From 40-hour work-weeks to one click

Northern Michigan homebuilder
Turning each house's materials list into supplier-ready purchase orders took 30–40 hours of spreadsheet work. Now it's seconds — one click.
02

Insurance that watches itself

Northern Michigan homebuilder
Picking the right policy for every build and tracking it used to be hours of manual work per house, plus the constant job of remembering to check. Now it's automatic — the system flags what needs attention and otherwise just runs.
What I build

Four ways I make a business run lighter.

01

Business software suites

Personalized internal tools built around how your business actually works — not generic software you have to bend your operation to fit.

02

Process automation

I find the work eating the most hours and the most patience, then build the system that makes it run itself — quietly, in the background.

03

Websites that carry their weight

Sites built with the same operational rigor — fast, considered, and made to win work rather than just exist. That means getting found by the people already searching for what you do, and turning them into customers once they land. For one Northern Michigan homebuilder, a mix of search and paid campaigns took the site from roughly 2,000 to over 100,000 monthly visits, and turned that traffic into a real sales pipeline. See a recent build →

04

Sharper internal AI workflows

Already bringing AI into your business? I help your own team tighten how they use it day to day — turning scattered, ad-hoc tools into internal workflows that are faster, more consistent, and actually worth the time.

Why me

An operator who builds the software — not a vendor selling it.

$100K$20M
Revenue range of the businesses I've worked with

I've spent years inside real businesses — homebuilding, homebuilding products, distribution, real estate, private equity, and investing — and I build the AI systems that run them. I understand the business underneath, not just the technology.

HomebuildingHomebuilding productsDistributionReal estatePrivate equityInvesting

The approach isn't industry-specific. The same operator's eye carries into manufacturing, professional services, logistics, retail — and most any business built on repeatable work.

From a client
“Most firms run on a calendar — a week to build, a week to review, a week to revise. Elliott isn't built that way. It's a direct, almost real-time back-and-forth: I flag something and it's handled before we've finished talking about it.”
CEO · Michigan distribution company
The arrangement

Free to start. A full day of work, on me. Walk away anytime.

The consultation costs nothing, and I'll put a full day of implementation in before you owe a thing. If it doesn't meet your standard — unlikely — there's no invoice and no awkwardness.

See how I work

Let's talk about the hard part.

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