The Math
The numbers that make this work
$5,000
per client, per month
10 clients
= $50K monthly recurring
~$200/mo
token cost per client
85%+
gross margins
Start with the number, because it's the reason this playbook is worth your time. Ten clients at $5,000 a month is $50,000 in recurring revenue, run by one person with agents doing the actual work. Token cost runs about $200 per client per month, which puts margins north of 85%.
Now the part that makes "10 clients" feel reachable instead of intimidating. If you're doing the basic sales motions (posting content, talking to people, sharing wins, asking for referrals), landing 10 clients in a year is one new client every six weeks. That's the whole bar.
Is it easy? No. If it were, everyone would do it. Most people who watch the episode won't act, or won't act long enough. That's exactly why it's an opportunity for the people who do. And one thing before we go deeper: you're probably more qualified than you think. If you can set up an agent, install a tool, or wire up a connector, that's a skill 99% of businesses do not have and do not have time to learn. That skill is the whole business.
The Opening
The arbitrage nobody's pricing in
Everyone in tech Twitter and AI YouTube assumes the rest of the world is like them, that every business owner can set up an agent and already knows what's possible. They can't, and they don't. 99% of business owners are still asking ChatGPT what the weather is.
So the value you deliver isn't "AI." It's that first wow moment, the first time an owner watches an agent actually do their busywork. That moment hooks them, and then their imagination runs wild with every other problem they could solve. You're the person who unlocks it.
That gap between what's possible and what businesses know how to do is the arbitrage. You're getting paid to stand in the middle of it.
The Offer
Sell "unlimited," remove all complexity
Business owners don't want to think about tokens. Or infrastructure. Or security. Or which agent framework you're using. They don't know what any of it means, and they don't care. They want their problems solved. So Nick's offer is built to remove every ounce of that complexity:
- Unlimited agents
- Unlimited tokens
- Unlimited infrastructure and computers
- Whatever they need, you handle it
You might flinch at "unlimited." Here's why it works. Customers think they need 100 agents, sometimes 400. What they actually need is one to three well-built ones. Your job is to be the domain expert who tells them the truth. So "unlimited" sounds generous, but your real cost stays controlled because nobody uses the volume they imagine.
One flat number. One seamless experience. The price he runs: $5,000 a month. It's working.
The Money Mechanic
The sales funnel that actually closes
This is the core of the whole playbook. It's a three-step ladder, and the genius is in step three.
Free mini audit
Get on a call. Don't sell. Just uncover one pain point and show them one opportunity an agent could solve. That first wow is your foot in the door.
Paid full audit ($1,000)
Map five to seven workflow opportunities across their business. Pitch it as "pay me $1,000 once and I'll show you every AI agent and automation opportunity inside your business." It also qualifies the buyer: anyone who pays upfront is real, not a time-waster.
$5K/month managed service
On the follow-up call you upsell the managed service, and here's the kicker: you credit the $1,000 they already paid into their first month. "The audit's done, you already paid, go with the service and I'll roll it into month one." It turns the decision into a no-brainer.
Free mini audit to paid audit to managed service with the audit credited. Steal the whole flow. It's the same path Corey runs on his own AI assessments, and it's the cleanest way to turn a cold call into a $5K/month client.
The Market
Pick your niche by letting the market pull you
Avoid to start: healthcare and finance. Too much red tape, unless you're already a domain expert there. Go here instead, where legacy industries are full of people, full of waste to automate, and want to be AI-native but don't know how:
Marketing & design agencies
Repeatable, people-heavy work and a strong pull to look more AI-native than competitors.
Law firms
Case management, follow-ups, demand letters. Huge category, easy to subniche (matrimonial, commercial).
Insurance agencies
Legacy processes, heavy admin, a clear appetite to modernize. Insurance software companies too.
Manufacturing & wholesale
Large, operations-heavy, full of waste an agent can quietly clean up.
Real estate
Easy to niche by geography ("Florida") or type ("commercial"). Decision-makers are reachable.
The rule for picking: choose either what you already know, or wherever the market pulls you. Don't sit around guessing which vertical sounds scalable. If you don't have deep industry expertise yet, go broad first. Say yes to almost any client, watch where you get pulled the hardest, then go vertical there.
The mistake beginners make is killing an opportunity because it "won't scale." When you're starting, the point isn't to be scalable. The point is to get in the trenches, make money, and learn what actually works. Diverge first, converge later.
Demand
How to find clients
Three channels, in order of leverage:
- Content (the king). If you have an audience that knows who you are and what you sell, plus a booking link, you can have a thriving B2B offer with a "terrible" funnel. People want to trust you before the call, and content does that work for you.
- Upwork. Search for AI agent setups. People are literally paying thousands of dollars for help setting these up right now. One of the fastest places to get your first paid work.
- Free work for case studies. Nick's first five agent builds were free. The reason: you work out the kinks, collect case studies, get real feedback, and people who got free help almost always send referrals. Even free clients are betting their time and trust on you.
Onboarding
Turn a conversation into a working agent
Onboarding is dead simple and runs on a tool you already have:
- Record the call. Use an AI voice recorder like Granola on every client call. Now your agent has full context on everything that was said.
- Map the workflow tip to tail. Don't sell on the first call. Get the pain points understood deeply and map exactly what an agent would automate, start to finish.
- Score effort vs. impact. Picture every possible automation as a sticky note, then plot each one. The winner is the one with the most value for the least effort, cost, and time. Start there.
The beautiful part: by the time you've mapped their problems, they've already told you exactly what they want automated. The sale closes itself.
The Stack
The exact tools he uses
This is the full stack, plain English on what each one does:
Orgo
Gives every agent a real cloud computer to live on and run 24/7, and lets you manage fleets of those computers across all your clients from one dashboard. This is what makes running 10 clients solo physically possible.
Hermes
The workhorse you deploy and sell. Reliable, runs any model, and self-evolving (it writes its own skills). This is the "employee" that lives on the client's Orgo computer.
Composio
Solves the single biggest bottleneck: connecting all of a client's tools. The client clicks to connect their apps, hands you one key, and your agent instantly has access to everything. No more emailing passwords around.
Agent Mail
Gives each agent its own email inbox. It feels right (the agent has its own computer and its own email), and it doubles as your alert channel for watchdogs.
Codex / Claude Code
The tools you drive to build the client's agent. You don't sell these. You use them to build skills and push them straight onto a client's agent computer via the Orgo MCP.
The full deploy stack in one line: Orgo (the computers) plus Hermes (the agent) plus Composio (the connections) plus Agent Mail (the inbox), built with Codex or Claude Code.
The Operator Layer
How one person runs 10 clients
This is the "how is this even possible" part. The answer is Orgo's structure:
- One workspace per client. Onboard a law firm? Spin up a workspace called "Client XYZ." Everything for that client lives inside it. Switch between clients with one toggle.
- One-click agent deployment. Inside a workspace, hit Templates, launch a Hermes agent. It deploys a brand-new virtual computer with the agent already installed. Nick did the full Hermes install in 26 seconds on screen.
- The client never sees Orgo. This is critical. Orgo is your operator layer, not theirs. The moment you ask a non-technical client to "spin up a Linux machine," you lose them. They never touch it. That invisibility is exactly what they're paying you for.
Productize It
Clone your golden snapshot
Here's how you go from custom work to a repeatable product. Once you build the perfect agent for a niche (say a matrimonial law firm, loaded with the 10 to 15 skills those firms all need: bates stamping, demand letter generation, case tracking), you save it as a golden snapshot with no client-specific details.
Then you clone it. A perfect one-for-one replica, every skill and even the auth carried over, spun up in seconds. Build the snapshot once, clone it infinitely across every client in that niche.
Go one step further and you can wrap Orgo's APIs into your own productized app: "one-click Hermes agent for [your industry]." The riches are in the niches. The more specific the workflow you solve out of the box, the more valuable it is.
Remote Control
Manage everything from your phone
Because Orgo has an MCP connector, you can hook your Claude Code (or Codex) up to your entire fleet of agent computers.
Nick's example: he's on a walk, a client messages "my agent isn't responding." He tells his agent, which has the Orgo MCP, "Mark's agent went down, get the gateway back up." It goes into the client's computer, fixes the agent, restores the gateway, done. No laptop. No driving anywhere.
Troubleshooting any client's deployment from anywhere, anytime, is what makes a one-person operation actually sustainable.
Reliability
Fix problems before the client notices
This is what separates a real business from a hobby. Agents and their gateways occasionally break. For any important task a client depends on, set up a watchdog, an automated monitor that alerts you (via Agent Mail) the moment something fails or a client is about to run out of credits.
The rule: the client should never be the one to tell you something broke. You get alerted first, you fix it quietly, and then you tell them: "Hey, your agent went down for 10 minutes, we already handled it, just an FYI." That moment is when they think, "This is what I'm paying $5K a month for." It reinforces the decision every single time.
The Margins
The token math (and the long bet)
The thing people assume kills this model, token cost, is already solved. Nick gives each client their own $200/month Codex subscription plan and rarely runs out. If one client looks like they might, he adds a second plan. That's the entire cost of goods. Ten clients at $5K in, roughly $2K out on tokens. 85%+ margins.
Here's the long-term bet that's already paying off. When Nick first launched "unlimited tokens," it was genuinely risky. He didn't make money the first month even charging $5K, because the models were expensive. But he bet that the cost of intelligence would fall toward zero and that he'd capture the entire spread when it did. It happened faster than he expected.
The takeaway: think long-term. The cost of running this business is only going down. The price you can charge isn't.
The Bottom Line
The part that's actually valuable
Claude and Codex keep getting better at general tasks. But building a specific agent, tailored to a specific industry, person, and workflow, and then managing it so it never breaks, is exactly the work businesses can't and won't do themselves. People badly underestimate how much that's worth.
That's the whole business: one person, plus a fleet of agents, fulfilling for 10 businesses. $5,000 a month each. $50,000 a month, 85%+ margins, one new client every six weeks.
You already have the skill. The window is open right now. Most people won't move on it. That's the opportunity.
Work with Me
Need AI to actually work for your business?
I help businesses cut through the AI hype and build the workflows, automations, and systems that actually move the needle. Direct, hands-on, no fluff.
Work with me