Figaro keeps the score.
No matter the size of your P&L, the questions are the same: which human, agent, or process made the call, and why? Did it move the needle? How do you retune as you go to stay in harmony? All that changes with scale is how expensive not knowing is.
A harness, a system of record, and a system of judgment for companies run with AI.
One spine. Three ways in.
The e-commerce harness
Every function staffed by an AI seat, every decision still yours. Built for the founder in million-dollar hell — one person wearing six roles, where focusing on one for a month lets the others rot.
$199/mo per instance · $99 per human operator · bring your own AI keys. Unlimited agent seats — the instruments in your orchestra.
The agency harness
Run more brands and deliver better results — every client on an instance the client owns. Your account managers conduct; the seats produce. If we leave, your company keeps its memory.
Client-owned instances. A live dashboard of the work — the retention weapon no deck can fake.
Forward-deployed
Figaro Labs embeds and builds your workflows inside your own Figaro instance — the seats, the connectors, the gates — then hands you the baton. You keep the instance, the record, and the sovereignty.
Engagement-priced against the build. You operate and audit the machine after we step back.
The record and the judgment are the part no agent tool can fake.
Underneath every seat is the Score — the append-only record and judgment of the company, the ground everything is written into. The Fermata is the hold above it: the one gate where every dollar and every post waits for a human. The Metronome keeps time; the Orchestra plays the notes. The Score is the ground and the Fermata is the authority — never four co-equal features.
An org chart where the seats are agents and the boss is you.
Each function is a seat: a job description, the tools to do it, and an autonomy level. You hire it, onboard it, and review it — the same way you would a person.
Every seat climbs a ladder — observe, draft, act-with-approval, act-and-report. Trust is earned rung by rung, on track record, never assumed.
Anything that moves money or publishes routes through a single approval queue. One place to say yes. Spend caps sit behind it as hard backstops.
One screen shows the whole company at a glance — who is working, what needs you, and where a red dot says a human is justified.
Screenshots from the live system running the flagship case-study brand, mid-build — not mockups.
The hardest stage in commerce is the one nobody funds.
You found product-market fit. You are doing real revenue. And you are drowning. One person wears six roles — media buyer, marketplace manager, bookkeeper, brand voice, ops, support. Focus on one for a month and the others rot.
The fix everyone sells you is headcount you cannot afford. A single specialist agency runs $3–20k/mo depending on the discipline. You need five of them. That is the swamp — the dead zone Hormozi named — and living inside it, it is worse than a swamp. It is million-dollar hell.
- Media buyer$4–12k/mo + % of spend
- Marketplace / Amazon$5–20k/mo
- Email & retention$3–10k/mo
- Creative$5–15k/mo
- Ops & finance$2–8k/mo
- Five specialists$19–65k/mo — impossible
Published 2026 agency benchmarks; most also take a percentage of ad spend. The work of fifty people still exists. For the first time, it does not require fifty salaries.
of Meta ad spend audited by agents in an afternoon.
of hired guns ran our ad account. That channel is now a seat.
across 80 metrics in the append-only record — every one wears its date. Counted from the live database, 2026-08-15.
The E-commerce Founder's Guide to Running Your Brand with AI Agents
Ten chapters, written by someone still in it. Teach first, pitch never. Start anywhere — each stands on its own.
- 01
Million-Dollar Hell
The $1–10M owner-operator brand is the hardest stage in commerce. 2026 is the first year the exit is not hire or die.
- 02
Agents 101 for Founders
Three concepts run everything: the loop, the harness, and the seat. Most AI disappointment is a missing harness, not a dumb model.
- 03
The One Gate
Running autonomous agents without a disaster: one approval gate, autonomy earned rung by rung, spend caps as backstops.
- 04
Your First Seat
Start where it cannot hurt you. The right first agent is boring, read-only, and reports every morning.
- 05
The Marketplace Tedium Seat
Seller Central is a standing tax no small team can pay. It is the single best target for a seat.
- 06
The AI Media Buyer
An ads agent is only as honest as its measurement. Signal health before ROAS, structure before scale.
- 07
Did It Actually Work?
Agents keep perfect logs and fail exactly where humans do: valuing their own work. The answer is a ledger.
- 08
BYOK: What AI Agents Cost
Bring-your-own-keys is a stance, not a feature. Never let your tooling profit from your token bill.
- 09
When to Hire a Human
Agents do not replace your future team. They tell you exactly when a human is justified, with receipts.
- 10
The Conductor
The founder’s title is changing from operator to conductor. Taste, discernment, discretion. That is a promotion.
Get the guide and the field notes while we open seats.
Figaro is being proven on real brands. The guide teaches you to do this yourself. The field notes report what is actually working — receipts, honest caveats, no hype.