Private AI systems for owner-run businesses
We find the hours your business loses to manual work, then build a private AI system that takes that work off your team — installed on your equipment, owned by you, no monthly software fees.
Two people. Four clients at a time. Every system built to hand over.
18 hrs/week × blended $52/hr × 50 weeks. We run this math on your real numbers in the audit — not on ours.
What we actually do
Most AI companies show up with a product and go looking for a place to put it. We start the other way around: a structured audit of how work really moves through your business — who touches what, where it stalls, and what that costs you in a year.
Then we build the smallest system that fixes the biggest leak, install it, train your team on it, and hand you the keys.
If we can't find at least $50,000 a year of recoverable waste in your operation, the audit is free.
Solutions
Almost every business we audit is losing time to one of three things: information nobody can find, follow-up that happens too slowly, or numbers that have to be assembled by hand. Here's what we build for each.
"It takes us half a day to find what we agreed to in a contract from 2023."
A private search assistant trained on your contracts, SOPs, past proposals, and policies. Ask it a question in plain English, get the answer with the source document attached.
Answers in seconds instead of hours
Nothing uploaded to an outside service
"When someone leaves, everything they knew walks out the door with them."
Turns how your best people actually do the job into an always-available guide new hires can ask questions of, so ramp-up stops eating your senior team's day.
New hires productive weeks sooner
Institutional knowledge stays in the business
"Half our email is people asking us things we've already answered."
Handles the routine questions — status, policy, pricing, availability — using your real documentation, and routes anything unusual straight to a human with context attached.
Routine questions handled around the clock
Your team only sees what needs them
"A lead comes in Friday afternoon and we get to it Monday. By then they've booked someone else."
Reads every inquiry the moment it lands, drafts a personalized reply from your own pricing and past jobs, and puts it in front of your rep to approve and send.
First response in minutes, not days
Every lead logged — none fall through
"Writing one proposal takes an afternoon, and they all say roughly the same thing."
Assembles a complete, correctly priced draft from your rate card and your closest past jobs. Your team edits and sends instead of starting from a blank page.
Proposals out same-day
Pricing consistent across every rep
"We're great at the first call and terrible at the fifth."
Watches your pipeline for deals going quiet, drafts the next touch in your voice, and tells your team who to call today and why — with the whole history in one place.
Nothing sits untouched past your cutoff
Revenue recovered from deals already won once
"Our bookkeeper spends two days a month just coding invoices."
Reads vendor invoices and receipts however they arrive, pulls the line items, codes them to your chart of accounts, and flags anything that doesn't match the agreed rate.
Days of data entry down to a review pass
Overbilling caught before it's paid
"I get the report a week after the week it's about."
Pulls from the systems you already use and writes the operating summary you'd have asked someone to build — sales, jobs, margin, exceptions — before you're at your desk.
Reporting hours returned to the team
Decisions made on current numbers
"We only find the problem when the month closes badly."
Quietly monitors the numbers that actually move your margin — job costs, hours, vendor pricing, aging receivables — and messages you when something drifts out of range.
Problems surfaced in days, not quarters
No dashboard anyone has to remember to open
Built most often for
Why we build it local
We build on open-source AI models that run on your own equipment or your private server. That's not a technical preference — it's what makes the two things owners worry about go away.
Client files, contracts, pricing, and financials stay inside your network. Nothing is sent to an outside AI service to be stored, read, or trained on.
You pay once to build it. Adding your tenth user, or your fiftieth, doesn't add a monthly line item — which is exactly how subscription tools quietly become your third-biggest expense.
Documented, packaged, and installed on hardware you control. If you ever stop working with us, the system keeps running and another developer can pick it up.
Straight answers
No. We build on open-source models that run on your equipment. Your contracts, customer records, and financials stay inside your network — that's the entire reason we work this way.
That's the most common reason these projects fail, so we treat it as part of the build. Systems show up inside tools your team already opens — email, your CRM, a shared folder — and we train on-site before we call it done.
Anything customer-facing or financial is set up to draft and wait for a person to approve, not to act on its own. A human stays in the loop on the decisions that matter, permanently — not just during rollout.
Sometimes a modest one, and we'll spec it and tell you the cost up front. Often what you already have is enough, and where it isn't, a private single-tenant server is a reasonable fallback.
You'll see the math before you commit: what the bottleneck costs you per year, what the fix costs once, and how long the payback takes. If the audit doesn't find at least $50,000 a year in recoverable waste, you don't pay for it.
Because there are two of us and we both work on every engagement. It's a real constraint, not a sales tactic — it's also why the work gets done properly.
Start with the numbers
Tell us where the hours go. One of the two of us reads every submission, and if the math looks right we send you the short questionnaire that starts the audit — twenty minutes, no technology questions.
Rather talk first? Book a 30-minute call.