The numbers for AI Scaling · the working math
The numbers behind the business,
shown in full.
The business: an agency that installs AI agents for local companies. We build it for you, you run it. The Case argued why it exists. This document breaks down the math, one client at a time, until the whole year makes sense. Every assumption printed, and where the model touches reality, reality is drawn in.
Model figures approved by AI Scaling, printed conservative · zero compounding assumed · your results depend on your execution
Start with one client. Everything else is multiplication.
Your client, a local business buying an AI agent from your agency, pays $8,000–$15,000 to install their system, then about $2,250 a month, roughly $38,500 across their first year, priced to what their industry already pays for the problem, not to hope. Two costs come out of it: the cost of doing the client work, which the platform automates, and the 10% platform fee.
And the client? They're not doing you a favor at $2,250 a month. Here's the trade from their side of the table:
You're not selling a service that costs your client money. You're selling one that makes it. That's why the contracts hold.
One client pays for the next seventeen.
The arithmetic is short: a qualified sales call costs about $250 in ad spend to book, and at a 20% close rate it takes five calls to sign one client. Five × $250 = $1,250 to sign a client who leaves $22,140 in your pocket. What that one client leaves you pays to find the next seventeen, with change to spare.
Timing works in your favor too: you pay the $1,250 up front, but what you keep from that client comes back at about $1,845 a month, so a single client pays back what it cost to find inside the first month, then keeps paying.
And the meter doesn't start at zero. The first $1,000 of marketing is included (your first four booked calls are on us), and your first client is guaranteed inside 90 days, in writing. Your start is promised in the contract.
When one client funds the next seventeen, the question stops being "does the math work" and becomes "how many can I sign."
What year one looks like, month by month.
Monthly payments start small and stack up. You spend year one signing clients, and each one pays as they go, so the cash you collect in twelve months trails the business you're actually building. Here is that cash, at three paces, against the floor the guarantee holds. The curves bend upward because the monthly payments stack: every client you sign keeps paying while you add the next.
At these figures, $3,000 a month of marketing signs about two clients a month: the base case, and the pace one partner runs solo. It collects $627,000 in year-one cash: install fees up front, then the stacked monthly payments doing the rest. The first client is guaranteed inside 90 days, so even the slowest start has a start date. And notice what the install fees do to the slow line: even one client a month clears the floor. The guarantee exists for the year that stalls harder than that. Chapter 06 prints it.
And year-one cash is the smallest number this business produces. At two clients a month you finish the year holding twenty-four paying clients: $648,000 a year arriving every month walking into year two. That's the honest trade of a build year: it pays you $627,000 while you assemble a machine that collects about $1.16 million the year after. Chapter 05 shows that math.
The guarantee isn't the ambition. It's the floor under your build year, and the year after pays on everything you built in this one.
What you keep, after every real cost.
Let the client list fill up. A full year at the base case, twenty-four clients paying monthly, the $648,000 a year you exit year one collecting, charged for everything: the automated client work, the platform fee, a full year of marketing, and the tools that run the shop. Most margin math in this industry forgets half of these. This page charges all of them.
Delivery is automated. That is the entire secret of the margin.
What we left out of the math, on purpose.
Every chart above assumes the business never compounds. That assumption is false on purpose. It keeps the math conservative. Here is what was deliberately left out of every figure on this page:
The fantasy isn't the top line of the chart. The fantasy is this box, and we left it out of the math.
06 · The bad year
Now assume it goes slowly. The floor still pays.
With install fees counted, even one client a month clears the floor. So assume worse: one client every other month: six clients all year, every one at the low end of the install fee. You collect $135,750 in cash. That's under the floor, and it's the one case the written guarantee is built for: we make up the difference to $250,000.
A stalled year lands under $250,000, and the striped span is the guarantee paying the difference, up to the $250K tick. That's the whole job of the floor.
You don't need the good year to be safe. That's the entire point of a floor.
The math above is a model. These numbers were collected.
Case-study results reported by the partners themselves: individual examples, not typical results or guarantees.
Bring your questions to the call. We'll walk the math with your niche in it.
Thirty minutes: this arithmetic rebuilt around your background and your market, our operating data behind every figure, and the full terms, including the floor, in writing before anything starts. Every number this page doesn't print, including what the license costs, goes on the table there.
Who qualifies for the guarantee, how it's measured, and how we pay are defined in the licensing agreement.