Stop pasting your business into the chatbot. Build a system that knows it.
A four-weekend intensive for owner-operators who are tired of re-explaining their business to a chatbot that forgets everything by Tuesday. You leave with a working AI OS on your machine, the workflows that recover your week, and the maintenance habits that keep it useful for years.
Format
Live cohort · 4 weekends
Built for
Owner-operators
Outcome
A working AI OS
Status
Applications open
// what you are losing right now
of an entrepreneur's work week is admin: invoicing, research, scheduling, follow-ups, data entry.
Source: Time etc. survey
lost every day to context-switching between chat windows, email, docs, and your CRM. The cost compounds across the week.
Source: Microsoft Work Trend Index
a week, two full workdays, lost to manual operational work even by senior leaders.
Source: ServiceNow State of Work
You don't have an AI problem. You have a memory problem.
Every ChatGPT or Claude conversation starts from zero. You re-explain your clients, your tone, your offer, your last meeting, for the fifteenth time this week. The output is generic because the input had to be.
So you copy-paste it into Gmail, Notion, your CRM, and call it productivity. It isn't. It's a more articulate version of the same admin treadmill.
From a chatbot you talk to, to a system that operates your business.
Before
The chatbot model
- 01Resets every conversation
- 02You re-paste context constantly
- 03Can't update files or send anything
- 04Output lives in chat, then gets lost
- 05Generic answers to specific problems
After your AI OS
The operator model
- 01Reads your client wikis, decisions, drafts
- 02Specialists on call: researcher, writer, editor
- 03Drafts directly into Gmail, ready to send
- 04Updates your knowledge as it works
- 05Hard rules enforced by hooks, not hope
Four weekends. Eight live sessions. One system that runs.
01Foundations: the vault, the manifest, the first workflow
By Sunday night, your most painful daily admin task is being drafted for you before you sit down.
Saturday · 2 hrs
Why current AI workflows fail, and what replaces them
- ·The three structural failures of chatbot-style AI
- ·Live demo: an email becomes a drafted reply, an updated record, and a logged decision in 90 seconds
- ·The three-layer memory model (raw, wiki, outputs)
- ·You set up your vault, on your machine, with your real files
Sunday · 2 hrs
Your manifest, and your first working command
- ·Write CLAUDE.md, the runbook every session reads first
- ·Your first slash command: /triage-inbox
- ·Run it live on your real inbox
- ·Three peers demo theirs; we debug together
Takeaway
A fully structured vault, your personal AI manifest, and a working morning triage running on your real email, by 7pm Sunday.
02Workflows: the four moves that recover real hours
The four workflows where small business owners hemorrhage time. You implement two for your specific business, running on Monday.
Saturday · 2 hrs
Research → proposal · Meeting → follow-up
- ·Prospect research that ends in a drafted proposal, not a spreadsheet
- ·Meeting notes that update the client wiki and draft the follow-up automatically
- ·Variants demoed for realtors, advisors, agencies, coaches
- ·You build both for a real (or simulated) client of your own
Sunday · 2 hrs
Lead qualification · Weekly operating review
- ·/qualify-lead: every inbound gets researched, scored, and answered appropriately
- ·/weekly-review: the document that compounds into your most valuable record
- ·You pick the two highest-ROI workflows for your business
- ·Cohort sanity-checks each other's choices
Takeaway
Two complete, tested workflows wired to your real work, typically saving 4 to 6 hours in the first week alone.
03Specialists & integrations: connect what you already use
The system stops being a clever toy. It runs real operations: in your Gmail, on your Calendar, against your Drive.
Saturday · 2 hrs
Build your five-agent team
- ·Researcher (web access, no shell)
- ·Writer (no web, can't hallucinate sources)
- ·Editor (read-only on source, write-only on drafts)
- ·Librarian (read-only, the vault's memory)
- ·Optional bookkeeper (financial files, never anything else)
Sunday · 2 hrs
Connect Gmail, Calendar, Drive · ship one custom skill
- ·Authenticate the three core MCPs
- ·Upgrade your existing workflows to draft directly in Gmail
- ·Build one packaged Skill specific to your business
- ·Templates for service, e-comm, professional services, creator
Takeaway
A specialist agent team and live integrations. Drafts now appear in Gmail, not in chat windows you forget to check.
04Hardening & the long run: make it bulletproof, make it last
The difference between a cool demo and a system you trust with client work. Guardrails, scheduled runs, and the maintenance habits that compound for years.
Saturday · 2 hrs
The 70/100 problem · guardrails that don't depend on hope
- ·Why CLAUDE.md rules are about 70% reliable and hooks are 100%
- ·Build four essential hooks: immutability, confirmation, summary, cost
- ·Industry guardrails: redaction for lawyers, financial-data rules for accountants
- ·Workshop your own industry-specific guardrail
Sunday · 2 hrs
Scheduled runs · maintenance · demo day
- ·Two scheduled automations: morning draft, weekly review
- ·The 20-min/day, 1-hr/week maintenance contract
- ·Your written 90-day rollout plan
- ·Demo day: every student presents their best workflow
Takeaway
A system with safety rails, scheduled drafts ready for your morning review, and a written plan for how this grows over the next year.
“The owners who shape their context layer nowwill look back on this moment the way early operators look back on the first cloud tools.”
— The premise of Cohort 01
Not theory. Not a notion of what you could build. A working system.
→ 01
A private AI OS on your machine
Tailored to your business, your voice, your clients. Yours forever, regardless of what model you point it at next year.
→ 02
8 to 12 custom commands
For your real daily operations: triage, research, drafting, follow-ups, weekly review. Built around how you actually work.
→ 03
Five specialist subagents
Researcher, writer, editor, librarian, bookkeeper. Each with their own tool boundaries, so they can't do what they shouldn't.
→ 04
Live integrations with what you use
Gmail, Calendar, Drive, plus a packaged Skill specific to your industry. Your AI works inside your real tools, not parallel to them.
→ 05
Industry-specific cheatsheets
Realtor, advisor, agency, coach, e-comm, professional services. CLAUDE.md additions and workflow mappings for your category.
→ 06
A written 90-day plan
How this grows from the cohort into your operating reality. Daily habits, weekly cadence, quarterly review checkpoints.
By application only. 12 seats.
Cohort 01 is small, deliberately. We accept owner-operators serious about building this, not the AI-curious. The application takes 90 seconds.
Accepted applicants receive the full curriculum brief, instructor introduction, and pricing within 48 hours.
Cohort
01
Seats
12
Format
Live