Most founders are still hiring for roles AI replaced 12 months ago. A content manager. A VA. A junior dev. Burning $30k a month on work that could run on a $200 stack.
This is the full architecture: the nine tools, what each one replaces, how they run without you, and the exact order to install them in.
You do not need twenty people. You need one brain, ten departments, and five agents that never sleep.
Before the architecture, the math. These six numbers are the whole argument of this piece, and every one of them comes from the live stack this post documents. Hold them in mind while you read: the goal of everything below is the third one.
stack per month
team cost replaced
cost reduction
tools in the stack
agents in parallel
always running
The stack
Nine tools, one rule: everything reads from the same context layer, so nothing works from a stale brief. Install them in this order.
Every thought, client, project, transcript, SOP, and conversation in one place. The context layer every other tool reads from.
10 AI departments: CFO, CMO, Chief of Staff, running as persistent agents with memory, tooling, and file access.
Five specialized agents splitting go-to-market in parallel: lead gen, outreach, content, analytics, deployment.
Automated data extraction feeding the agents fresh leads, competitor intel, and market signals around the clock.
Postgres storing every scraped lead, interaction, and agent output in real time. Edge functions on top.
Payments, automated invoicing, and subscription management. No accounting team.
Version control for the logic, automations, and code that power the whole workforce.
Enterprise security, global routing, and bot protection.
Campaigns auto-published across Instagram, YouTube, TikTok, and LinkedIn. Draft to live, zero manual uploads.
How it runs without you
A day in this system has four stages. You appear in exactly one of them: the review.
Capture
Everything lands in the brain before any work starts.
Plan
The brain turns raw context into briefs the agents can run.
Produce
Departments do the work in parallel, not in a queue.
Distribute
Every asset goes out on schedule with receipts back in the brain.
What the payroll actually buys
Price every role against what replaced it. The last bar is the whole stack.
Content Manager, now Claude Code + Channels
Virtual Assistant, now Notion + Ultron agents
Junior Developer, now Claude Code + Github
Graphic Designer, now the design department
Ops / Project Manager, now Notion + Ultron
Lead Researcher, now Apify + Supabase
Part-time Accountant, now Stripe + Claude CFO
DevOps / IT, now Cloudflare + Github Actions
The whole stack
Monthly cost of each role the stack replaces, against the stack itself.
Why most people fail this setup
The trick is not the tools. Everyone has access to the same tools. The trick is that every one of them plugs into the same documented brain: no hand holding, no re-briefing, no catching anyone up. Ship, test, ship again.
Which is exactly where most people get it backwards. They install the agents first and the brain never, then conclude the whole thing is hype. Do it in the opposite order. The prompt below builds the context layer with you in about twenty minutes, in any AI you already use.
Once the brain exists, the rest of the system is configuration. This is what it looks like on disk: the brain, one of the ten departments, a scraper, and the billing wiring.
The six-week install
You do not do this in a weekend. One milestone a week, in this order, and each one replaces a hire before the next begins.
Week 1 · Days 1-3
Context layer live
Notion holds every client, project, and SOP. The agents finally have something to read.
Week 1 · Days 4-7
First department running
The Claude Code CFO reconciles the books end to end. First hire replaced.
Week 2 · Day 10
Content engine on
One long-form piece atomizes into 90 days of channel content, scheduled.
Week 3 · Day 18
Outreach live
Lead gen and personalized outreach run daily. Meetings start booking themselves.
Week 4 · Day 26
Analytics looped
Every send, post, and page reports back. The brain starts optimizing itself.
Week 6 · Day 40
Full autopilot
The 20-person output runs on the $200 stack. You review, it executes.
Days 1-3
Context layer live
Notion holds every client, project, and SOP. The agents finally have something to read.
Keep it at $197
The stack only stays cheap if you audit it. Once a month, ten minutes, this exact list. It is the entire discipline that keeps the bill from creeping back toward payroll.
The monthly cost audit
0 of 6That is the entire system. One brain everything reads from, ten departments that never need a re-brief, five agents running go-to-market in parallel, and a ten minute monthly audit that keeps the whole thing honest. It is not a hack and it is not a weekend project. It is a different default for what a company costs.
Which leaves one question: when do you hire again? The answer this stack forces on you is the healthiest one in the piece.
Hire people when you have maxed out leverage. Not before.
The numbers in this piece are not projections. The costs come from what founders actually pay for these roles, and the stack figures come from the system this post documents, benchmarked against the architectures of 2,400 funded startups.
Everything above is yours to build by hand: the prompt installs the brain, the files show the wiring, the roadmap gives you the order. Six weeks, no shortcuts. Or you skip the six weeks, because the go-to-market half of this system is exactly what Ultron already is.
is what this stack saves every month. Ultron runs the entire go-to-market half of it for $197.
No card required. The first agent is live in about ten minutes.