Let’s do the math that most AI vendors don’t want to show you. Not the demo math. Not the “10x your output overnight” math. The actual line-item cost of running a modern marketing, sales, finance, and operations function — and what the same workload costs with Ellis.

A fully staffed organization across those four functions costs between $632,000 and $1.2 million per year in salaries alone. Ellis does the same work for $26,000–$53,000 per month. Before you decide that’s too good to be true or too rich for your blood, let’s open the hood.

The Full Org: 49 Named Agents

Ellis isn’t a chatbot with a marketing hat on. It’s a structured organization — 49 named agents, each with a defined role, a scope of authority, and real API connections to the tools you already run.

That structure is the whole point. A single general-purpose assistant is a generalist that forgets your context the moment you close the tab. Ellis is built like a company: agents that own a function, hand work to one another, and escalate to a human only when judgment is genuinely required. Quinn runs your morning briefing and calendar. Mia processes your inboxes. Sage captures receipts and reconciles them in QuickBooks. Raj watches your Google Ads. Riley and Liv run social. Behind them sit dozens more across content, SEO, email, reporting, and operations.

Every agent has rules: what it’s allowed to do without asking, and what it must bring to you first. That line — drawn correctly — is the difference between automation you trust and automation you babysit.

The Real Comparison

Here’s a partial org chart, priced at market: CMO: $180,000/yr. SEO Manager: $75,000. Paid Media Manager: $70,000. Social Media Manager: $55,000. Email/Lifecycle: $60,000. Bookkeeper: $50,000. Executive Assistant: $65,000.

That’s $555,000 a year — and it isn’t even the full list. It’s also just base salary. Add 20–30% for benefits, payroll taxes, software seats, and equipment, and the real number pushes past $700,000. Then add the costs that never make the spreadsheet: recruiting fees, months of ramp time before anyone is productive, the manager-hours spent coordinating seven people, and the productivity crater every time one of them quits.

Ellis doesn’t call in sick. It doesn’t need onboarding. It doesn’t leave for a competitor and take your playbook with it. The work those seven roles do — published, filed, monitored, reported — is included in one monthly fee.

The Coordination Tax Nobody Prices In

The quiet truth about headcount is that people don’t scale linearly — coordination does. Two people need one conversation to stay aligned. Seven people need twenty-one. That’s why so much of a marketing leader’s week vanishes into status meetings, handoffs, and re-explaining context someone else forgot.

Agents don’t lose context. The brief Quinn writes on Monday is the same brief informing Raj’s bid decisions on Thursday. Nothing slips through the cracks between people, because there are no cracks between people. That’s not a productivity hack — it’s a structural advantage a human org physically cannot replicate.

The Value Ladder

You don’t have to deploy all 49 agents on day one, and most businesses shouldn’t. The smart path is a ladder. Start with one agent module — bookkeeping, say, or inbox triage — and prove the time savings inside a single function. Bundle by department when you’re ready: a full marketing pod, or a finance-and-ops pod. Then deploy the full org once the system has earned your trust.

At the top of that ladder, you’re running 49 AI professionals for less than the fully loaded cost of one senior hire. At the bottom, you’re recovering 15–20 hours a week for the price of a software subscription. Either way, the unit economics only move in one direction.

Start With the Math

The honest pitch was never “fire your team.” It’s “stop paying headcount prices for work a system does better, cheaper, and around the clock.” Run your own numbers against the list above. If they don’t move you, nothing I write will. If they do, the next step is a fifteen-minute conversation.