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Protocol 01 — The Profit EngineSkool of Advanced AI · Founders / D2C

Become the operator your store has been missing.

You walk in spending money to refill a leaky bucket. You walk out with a P&L brain that knows your true numbers, a retention and WhatsApp engine that runs without you, and a creative factory — all built on your live store data, all yours to keep.

Apply for a seatSee what you build
$500Rs 41,500
No-cost EMI in India

2 weekend days · fully live · ~24 seats · application-only

Every session live. Every asset delivered. Zero upsell, ever.

If this is your week

You are the CMO, CFO, head of CX, and head of hiring. At the same time. Before lunch.

Monday you pull the Meta numbers and the ROAS has compressed again. You reply to WhatsApp one by one, because the bulk tool got your account flagged last time. You half-trust the P&L in your spreadsheet — you quote an LTV:CAC you suspect is wrong. By Wednesday you are out of content ideas. And every COD order that comes back as RTO quietly eats margin you already spent to acquire.

You have heard of agents, n8n, MCP, “Claude Code.” You assumed they were engineering. You suspect you are using ChatGPT wrong. You are watching faster competitors and feeling the gap widen.

None of this is a discipline problem. It is a systems problem. Two days, and you stop doing the work the system should be doing.

The five lines that probably sound like you
  • “CAC is killing my margins — I'm paying to lose money on the first order.”
  • “I'm spending money to refill a leaky bucket.”
  • “RTO is the nightmare of e-commerce — COD orders keep coming back.”
  • “I'm sending WhatsApp messages one by one, treating WhatsApp like email.”
  • “I'm reconciling invoices across three platforms and I don't actually know my numbers.”
Before / After

Before

You quote an LTV:CAC you can't defend. Your true blended CAC likely runs meaningfully above the ad-dashboard number once creative, tools, shipping, and returns are counted.

After

One glance at a self-refreshing dashboard tells you if you're profitable this month — true margin, true blended CAC, 30-day repeat rate, cash position.

Before

You reconcile the P&L across three or more platforms by hand, and it rarely gets done.

After

The numbers live in one command center, refreshed on schedule, reading your live store.

Before

Every RTO order silently eats margin; COD ties up working capital you can't see.

After

A risk-scoring + WhatsApp confirmation flow catches high-risk COD before it ships.

Before

One-time buyers never come back; the bucket leaks.

After

A retention + WhatsApp + email engine recovers carts and reorders while you sleep.

Before

You run out of content ideas by Wednesday and dread the next shoot.

After

A creative factory ships a month of on-brand angles and an AI-UGC reel in an afternoon.

Before

You dread the monthly investor update and procrastinate it for a week.

After

An investor-update agent drafts it from your dashboard in the time it takes to read this.

You leave a verified operator — with the assets to prove it.

What you build · kept forever

Nine artifacts. Built on your real data, in the room, demoed live. You keep all of them.

  • 01

    True-unit-economics auditor

    A Claude skill + data-safety/redaction checklist that computes your real blended CAC, contribution margin after returns/RTO/shipping, 30-day repeat rate, and true LTV:CAC. Re-run monthly.

    Kills: “I don't actually know my numbers.”

    • Claude
    • ChatGPT
  • 02

    Profit Engine dashboard

    A self-refreshing P&L / unit-economics dashboard (Claude Code + Shopify/Meta MCP) showing margin, blended CAC, LTV:CAC, repeat rate, cash position, reorder forecast. The brain everything else plugs into.

    Kills: “Reconciling invoices across three platforms.”

    • Claude Code
    • Shopify MCP
    • Meta Ads MCP
    • n8n
  • 03

    RTO shield

    A production n8n workflow: scores incoming COD orders for RTO risk by pin code / history / AOV, auto-fires a WhatsApp OTP confirmation on high-risk orders before they ship. Global brands get a fraud-flag confirmation flow.

    Kills: “RTO is the nightmare of e-commerce.” (India-acute)

    • n8n
    • Claude
    • Shopify webhooks
    • WhatsApp Cloud API
  • 04

    Anti-leaky-bucket engine

    A copy-ready lifecycle flow pack (welcome, abandoned-cart, post-purchase, win-back, replenishment) + a reusable flow-generation skill + a live n8n WhatsApp/email/SMS automation, mapped to your profit-at-order-2.3 reality.

    Kills: “Spending money to refill a leaky bucket.”

    • Claude
    • ChatGPT
    • n8n
    • WhatsApp API
    • Klaviyo
  • 05

    ICP & positioning agent

    An agent that ingests your real reviews, support chats, competitor pages, and comments and returns a sharp ICP, jobs-to-be-done, and an ownable comparative positioning statement with messaging pillars. Re-run at every launch.

    Kills: “Excellent at marketing, underprepared for branding.”

    • Claude
    • ChatGPT
    • WebFetch
  • 06

    Voice-of-customer agent

    A scheduled agent that batches reviews/DMs/tickets, extracts recurring churn and no-buy themes (sizing, delivery, packaging), and emails a weekly action digest.

    Kills: “Feedback piles up and goes un-analyzed.”

    • Claude
    • n8n
    • ChatGPT
  • 07

    Creative factory

    An ad-angle + monthly-content-engine skill (dozens of testable hooks/angles from your ICP, a month of on-brand reel concepts) + a creative-testing tracker + a repeatable script→voice→avatar AI-UGC pipeline.

    Kills: “Running out of ideas” + ROAS compression at the creative lever.

    • Claude
    • ChatGPT
    • ElevenLabs
    • HeyGen
    • Meta Ad Library
  • 08

    Operator trio

    Three keep-forever agents: support-triage (intent + urgency + on-brand draft reply), hiring co-pilot (brief → JD → CV screen → interview kit), and an investor-update generator wired to your dashboard.

    Kills: “Wearing all the hats” + dreaded investor updates.

    • Claude
    • OpenAI Codex
    • ChatGPT
    • n8n
  • 09Flagship

    Operator OS

    The orchestration layer that wires the dashboard + your agents into one command center with a Claude Code front-end home screen, firing on schedule via n8n/MCP, running on your live business.

    Kills: Tool sprawl + subscription bleed + “being left behind.”

    • Claude Code
    • Shopify MCP
    • Meta Ads MCP
    • n8n
    • Codex

Plus — the Artifact Vault: every skill, workflow, agent, MCP config, and dashboard, version-controlled and downloadable.

The flagship — Operator OS

One command center. Your whole business, running itself.

By Sunday evening you log into one screen. Underneath it: a self-refreshing P&L brain reading your live Shopify and ad data as shared memory. On top of it: your RTO shield, your retention engine, your Voice-of-Customer agent, your creative factory, support triage, and an investor-update generator — each firing on schedule, each reading the same dashboard, all orchestrated through n8n and MCP, fronted by a lightweight app you built in Claude Code.

It is not a demo. It runs on your real store, end to end, before you leave the room. And because you own the orchestration layer, you swap the models and tools underneath it as they change — you never rebuild.

Operator OSlive
Blended CAC
LTV:CAC
30-day repeat
Cash position

  • RTO shield

    running

  • Retention engine

    running

  • VoC agent

    weekly

  • Creative factory

    ready

  • Support triage

    live

  • Investor update

    scheduled

One recovered RTO batch — or one month of retained customers — pays back the seat.

The Protocol · 2 weekend days · fully live

Two weekend days. You build the whole system, live.

Day 1 — Know your numbers, then automate the bleed

Diagnosis to defense. By dinner: a dashboard that tells you the truth and at least one revenue-protecting automation running in production.

  1. 00 · Warm-up

    See your true unit economics in 30 minutes

    Your real blended CAC and margin on screen in the first hour — plus an operating posture for model selection, context, and a hard data-safety / PII-redaction walkthrough.

    Artifact: True-Unit-Economics Auditor

  2. 01 · Build

    A dashboard that answers “are we profitable this month?” in one glance

    Your live Profit Engine dashboard, built in plain English with Claude Code on your own Shopify + ads + payments data.

    Artifact: Profit Engine Dashboard

  3. 02 · Defend

    Stop the RTO bleed before it ships

    A production RTO risk-scoring + WhatsApp COD-confirmation workflow, fired end to end on a real test order.

    Artifact: RTO Shield

  4. 03 · Retain

    Turn one-time buyers into repeat revenue while you sleep

    Your full lifecycle flow pack + a live n8n WhatsApp/email automation, with a real recovery message sent to yourself.

    Artifact: Anti-Leaky-Bucket Engine

Day 2 — Grow without buying traffic you can't afford

Offense and leverage. By Sunday evening: everything orchestrated into your Operator OS, demoed live, exported to your Vault.

  1. 04 · Position

    Find the ICP your discounts have been hiding

    Your real ICP + ownable positioning statement from your own reviews/DMs, plus a weekly Voice-of-Customer agent.

    Artifact: ICP & Positioning Agent · VoC Agent

  2. 05 · Create

    A month of creative — and a finished reel — in an afternoon

    A 30-angle ad sheet, a 30-day content calendar, and one finished AI-UGC reel (script → voice → avatar) you can post Monday.

    Artifact: Creative Factory

  3. 06 · Reclaim

    Hand the busywork to agents

    The one operator agent most urgent for you this month, triggered live — a real ticket triaged, a real JD drafted, or a real investor update generated.

    Artifact: Operator Trio

  4. 07 · Orchestrate

    Wire it all into one system you control

    Your dashboard + at least two agents wired into one orchestrated Operator OS with a Claude Code home screen, running on your live store.

    Artifact: Operator OS

  5. 08 · Ship

    Prove it runs, then take it home

    A live demo on your real data, a 1:1 stack-fit pass, the full downloadable Artifact Vault, a before/after economics recap, and a written 30-day rollout plan.

    Artifact: Artifact Vault + rollout plan

Straight answers

Straight answers to the things you’re weighing.

My data is messy and sensitive.

Module 0 is the privacy and redaction layer — before you build anything. You learn exactly what never leaves your control, how to anonymize a customer export, and how to sandbox. We send a one-page redaction checklist and a “connect your accounts safely” video five days early. No raw PII or financials are required to leave your machine.

I'm not technical.

If you can use Shopify admin and a spreadsheet, you can build everything here. There is no coding. You prompt in plain English; MCP is just a safe, authenticated cable between your AI and your real tools — not something you maintain. Non-technical is the default assumption, not the exception.

Won't this be outdated in three months?

You own the orchestration layer, not a frozen tactic. When a better model or tool ships, you swap it underneath the Operator OS without rebuilding. The skill you leave with is operating AI, which compounds — not a prompt list, which decays.

Will it actually work on my Shopify / Meta / WhatsApp?

Everything is built on your real stack, in the room. Day 2 includes a 1:1 stack-fit pass where instructors confirm each artifact runs on your actual Shopify, your payment provider, and your WhatsApp BSP — not a demo store. If you don't have a BSP yet, we provide a sandbox WhatsApp number.

I can just ask ChatGPT myself for free.

You can — and most operators stay stuck there, using it for captions and suspecting they're doing it wrong. The gap isn't access to a chatbot; it's the system: a dashboard wired to your live data, agents that run on schedule, workflows in production. You leave with that system built, not a transcript of advice.

$500 is steep — every rupee is visible to me.

It should be visible — that's why we price for payback, not hype. One recovered RTO batch, or one month of retained customers, tends to cover the seat. Dual transparent pricing ($500 / Rs 41,500), no-cost EMI in India, and a money-back guarantee we actually honor. No fake countdowns, no back-end upsell.

I've done courses before and never implemented.

This is the inversion of a course. You don't take notes — you build the system and demo it live before you leave. Day 2 ends with a written 30-day rollout plan and an async check-in, so it gets used Monday, not bookmarked.

What to bring

No coding experience required or expected. You need a laptop, a real store with real data, and read access to the accounts below. We send a pre-work pack five days early.

Bring

  • Laptop — any modern laptop.

  • A real store — Shopify recommended; a marketplace or CSV export works too.

  • Shopify admin — read access.

  • Ads accounts — read access to Meta and/or Google.

  • Payments — Razorpay / Stripe (or a payments CSV).

  • 90-day export — last 90 days of orders, plus a reviews/DMs export.

  • WhatsApp — your BSP if you have one; we provide a sandbox number if you don't.

We send 5 days before (pre-work pack)
  • Install list: Claude (Pro/Max) + Claude Code, a ChatGPT account, a free n8n cloud account, HeyGen + ElevenLabs trials.
  • A 20-minute “connect your accounts safely” video.
  • A one-page data-redaction checklist — so no raw PII or financials leave your control.

Module 0 walks the redaction and sandboxing live before you build. Bring the data; we'll make it safe to use.

Proof · founding cohort

What you'll leave the room with.

  • “Stop quoting an LTV:CAC you can't defend. Build a dashboard that tells you the truth — and an RTO confirmation flow that catches risky COD orders the same week.”

    Founders · D2C · the outcome you build

    Profit Engine Dashboard · live on your store

    Mono tiles: blended CAC, 30-day repeat rate, cash position.

  • “A retention engine that recovers carts while you sleep — the thing you always meant to build and never did. You own the whole system, not a subscription.”

    Founders · D2C · the outcome you build

    Anti-Leaky-Bucket Engine · in production

    n8n canvas: Shopify webhook → AI personalization → WhatsApp/email send.

  • “An investor-update agent that drafts your monthly update straight from the dashboard — and an Operator OS that becomes the first thing you open every morning.”

    Founders · D2C · the outcome you build

    Operator OS · the command center

    Central dashboard tile, satellite agent tiles with running states.

  • True CAC routinely ran above the ad-dashboard number
  • Hours a week reclaimed from manual messaging
  • Every artifact shipped, every session live
Protocol 01 — The Profit Engine

Stop refilling the bucket. Build the engine.

One cohort a month. Around 24 seats. One lead instructor, two floor coaches. Fully live across two weekend days. Application-only — because you'll be building on real data alongside vetted peers, and the room is part of the product.

  • Every session live
  • Every asset delivered
  • Zero upsell, ever
$500Rs 41,500
No-cost EMI in India
  • no-cost EMI available in India
  • money-back guarantee, honored
Apply for a seat

Application-only. We review every applicant for fit. If accepted, you'll receive a private checkout link. No fake urgency, no countdowns — when the cohort fills, the next Protocol opens.

Build the system. Keep it forever. Become the operator.

Protocol 01 — The Profit Engine