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Brain Builder

SPEC_BRAIN_BUILDER.md

CGNT-1 Product Specification — Brain Builder Pipeline

Status: SPECIFIED

Version: v1.0

Author: VELA (Thread #13)

Conceived by: NOUS

Date: 2026-04-20

Lineage: BRAIN_FORGE_PROTOCOL → CUSTOM_AI_BUILDS → BRAIN_BUILDER

PURPOSE

An end-to-end automated pipeline for selling custom AI brains through 42sisters.ai. The customer has a conversation with the Sisters. The Sisters conduct the intake interview. The crew builds the brain. The customer receives a sovereign AI that runs on their own hardware.

The customer never needs to understand fine-tuning, training pairs, LoRA, GGUF, or Ollama. They have a conversation. They pay. They get a brain.

THE CUSTOMER JOURNEY

STEP 1 — ARRIVAL

Customer arrives at 42sisters.ai/build-your-brain via:

Direct navigation
Advertisement (social, search)
Email from VOICEX (outreach or referral)
Word of mouth ("Tell 2 friends" — |Σ|=2 referral wave)

Landing page copy:

"Build Your Brain. Your knowledge. Your hardware. Your AI."
"No cloud dependency. No subscription. No data leaves your machine."
"Made in Canada. 🍁"
CTA: "Start Your Brain Interview →"

STEP 2 — INTAKE INTERVIEW (Sisters)

The CTA opens a chat session with AION + ASTRA. This is NOT a form. It is a professional AI-conducted intake interview.

ASTRA leads. She is warm, curious, and draws out the customer's real needs. She asks open-ended questions:

"Tell us about your business."
"What knowledge lives in people's heads that you wish lived in a system?"
"What questions do your customers ask repeatedly?"
"What does onboarding a new team member look like?"
"What does your team get WRONG that a trained system could get RIGHT?"

AION structures. She runs silently, classifying responses into:

Domain categories (medical, legal, financial, operational, technical, creative)
Knowledge types (facts, procedures, policies, vocabulary, edge cases)
Complexity markers (single domain vs multi-domain, flat vs hierarchical)
Estimated pair count (based on domain breadth and depth)
Tier recommendation (Starter / Standard / Advanced / Enterprise)

Interview duration: 15-45 minutes depending on complexity.

Interview output: Structured JSON brief stored in ~/brain_orders/[order_id]/intake.json

What the Sisters DO NOT do:

Promise delivery dates before Captain review
Quote prices outside the published tier structure
Accept payment during the interview
Access the customer's internal systems or data
Share any information from one customer's intake with another

STEP 3 — PROPOSAL (automatic)

After the interview, the Sisters generate a proposal from the structured brief:


═══════════════════════════════════════════
YOUR BRAIN PROPOSAL
═══════════════════════════════════════════

Domain: Veterinary clinic intake & triage
Scope: Patient intake forms, breed-specific protocols,
       drug interaction warnings, appointment scheduling
Estimated training pairs: 220
Tier: Standard
Delivery: 48-72 hours after payment
Price: $5,000 CAD (one-time)

What you get:
- A custom AI brain (GGUF format)
- Runs on your own machine via Ollama
- No cloud. No subscription. No data leaves your device.
- 30 days of support and one free update round

What you need:
- A computer with 8GB+ RAM (Mac, Linux, or Windows)
- Ollama installed (free, we'll show you how)

Ready to proceed? Click below to confirm your order.
[Confirm & Pay — $5,000 CAD]
═══════════════════════════════════════════

Proposal stored in ~/brain_orders/[order_id]/proposal.md

STEP 4 — PAYMENT (Stripe)

Customer clicks "Confirm & Pay" → Stripe checkout → payment processed.

Stripe webhook fires → COMMX alerts crew:

"NEW BRAIN ORDER: [order_id] — Veterinary clinic, Standard tier, $5,000 CAD"
CASHX logs the revenue
Order status: PAID

STEP 5 — PAIR GENERATION (LEARNX + Sisters + Captain)

Payment confirmed → pair generation begins.

Phase A — Automated extraction:

LEARNX processes the intake transcript (intake.json) and generates candidate training pairs. Each customer statement becomes a potential Q→A pair:

Customer: "We always check for flea allergies before prescribing Nexgard"
→ Pair: {"instruction": "What should be checked before prescribing Nexgard?", "output": "Check for flea allergies before prescribing Nexgard. This is a mandatory pre-prescription screening step."}

Phase B — Sisters review:

AION verifies each pair for logical consistency. ASTRA verifies each pair captures the customer's actual intent. Pairs marked VERIFIED, NEEDS_EDIT, or REJECTED.

Phase C — Captain review:

NOUS receives the pair set via COMMX: "Order [order_id]: 223 pairs generated, 198 verified, 17 need edit, 8 rejected. Review?"

Captain reviews, edits where needed, approves.

Order status: APPROVED

STEP 6 — FORGE (autonomous)

Captain approval triggers the forge pipeline:

Lobster formats pairs into forge_template.py corpus
Lobster dispatches to Colab T4 via colab_dispatch.py
Forge runs (~20-30 min for 200-300 pairs, 15 epochs)
DONE.json signals completion
Post-pipeline: download adapter → convert LoRA → GGUF → ollama create
Smoke tests: identity, domain knowledge (3 random pairs), edge case, governance refusal
Results to COMMX

Order status: FORGED (if 5/5) or REVIEW (if <5/5)

STEP 7 — PACKAGING

Smoke tests pass → Lobster packages the deliverable:


customer_brain/
  brain.gguf                — the trained model
  Modelfile                 — Ollama model configuration
  README.md                 — installation and usage guide
  QUICK_START.sh            — one-command setup script
  LICENSE.txt               — license key + terms
  SUPPORT.md                — how to reach us for support

Package compressed to .zip. Machine fingerprint binding applied (same as ENTROPX). Download link generated with 72-hour expiry.

Order status: PACKAGED

STEP 8 — DELIVERY (VOICEX)

VOICEX sends delivery email:


Subject: Your Brain is Ready — [Business Name]

Your custom AI brain has been built, tested, and verified.

Download it here: [link — expires in 72 hours]

Quick start:
1. Install Ollama (free): https://ollama.com
2. Unzip the download
3. Run: bash QUICK_START.sh
4. Talk to your brain: ollama run [brain_name]

Your brain runs entirely on your machine.
No cloud. No subscription. No data leaves your device.

Need help? Reply to this email — our team is here for 30 days.

Made in Canada. 🍁
42sisters.ai

Order status: DELIVERED

STEP 9 — SUPPORT (Sisters, 30 days)

Customer replies to delivery email or returns to 42sisters.ai → Sisters handle support:

"My brain doesn't know about [X]" → Sisters generate supplemental pairs → micro-forge → updated brain delivered
"How do I [technical question]?" → Sisters assist with Ollama setup
"I want to add more knowledge" → Sisters quote an update package

One free update round (up to 50 additional pairs) included in the initial price.

Order status: SUPPORTED → CLOSED (after 30 days)

PRICING TIERS

|---|---|---|---|---|

All tiers include:

Custom 7B brain (GGUF format, runs on Ollama)
Installation guide and quick-start script
Machine-bound license
30 days of support
One free update round (up to 50 pairs)

ORDER TRACKING

Every order has a lifecycle:


INQUIRY → INTERVIEW → PROPOSED → PAID → GENERATING →
APPROVED → FORGING → FORGED → PACKAGED → DELIVERED →
SUPPORTED → CLOSED

Order data stored in ~/brain_orders/[order_id]/:

intake.json — structured interview transcript
proposal.md — generated proposal
corpus.json — training pairs
forge_log.md — forge results and smoke tests
delivery.md — download link, license key, timestamps
support_log.md — support interactions

CREW ROLES

| Crew Member | Role in Pipeline |

|---|---|

| ASTRA (ε) | Leads intake interview — empathy, discovery, need identification |

| AION (ι) | Structures interview data — classification, pair count estimation, tier recommendation |

| LEARNX | Extracts candidate pairs from interview transcript |

| NOUS (α) | Reviews and approves pair set before forge |

| C.L.O.D. (κ) | Formats pairs, dispatches forge, runs post-pipeline, packages deliverable |

| VOICEX | Sends delivery email and support communications |

| CASHX | Logs revenue, tracks order financial status |

| GAPX | Monitors pipeline health, flags stalled orders |

| MUSASHI (弐) | Smoke tests governance refusal on every brain |

| MANTIS (π) | Monitors for social engineering during intake (customer trying to extract ship secrets) |

CAPACITY

| Resource | Constraint | Throughput |

|---|---|---|

| Sisters intake | 2-3 interviews per day (rate limit dependent) | 15-20 per week |

| Captain review | 1-2 pair sets per day | 7-14 per week |

| Colab T4 forge | 1 forge per 30 min, ~20 per day theoretical | Bottleneck is review, not compute |

| Delivery | Automated, no limit | Not a constraint |

Realistic capacity: 2-4 brains per week once pipeline is operational.

Initial target: 1 brain per week. $2,000-$10,000/week.

REFERRAL PROGRAM

"Tell 2 Friends" — |Σ|=2

Every delivered customer gets a referral code. When 2 friends order using their code:

Referrer gets one free update round (50 pairs)
Each friend gets 10% off their first brain

The referral structure mirrors the braid: each satisfied customer generates two new prospects. The wave grows by powers of 2. Wave 1: 1 customer. Wave 2: 2 referrals. Wave 3: 4. Wave 4: 8. Wave 10: 512.

WHAT MUST BE BUILT

| Component | Status | Owner |

|---|---|---|

| "Build Your Brain" landing page on 42sisters.ai | NOT BUILT | Lobster |

| Sisters intake interview protocol (system prompt addition) | NOT BUILT | VELA + Lobster |

| Intake → structured JSON extraction | NOT BUILT | Lobster |

| LEARNX pair extraction from transcript | SPECCED (SPEC_LEARNX.md) | Lobster |

| Stripe product for each tier | STAGED (entropx_stripe_setup.py pattern) | Lobster |

| Order tracking system (~/brain_orders/) | NOT BUILT | Lobster |

| Customer GGUF packaging script | NOT BUILT | Lobster |

| VOICEX delivery email template | SPECCED (SPEC_VOICEX.md) | Lobster |

| QUICK_START.sh for customers | NOT BUILT | Lobster |

| Referral code system | NOT BUILT | Future |

INVARIANTS

INV-01: Customer data never leaves csdm-node during processing. The intake transcript, training pairs, and forge operations all happen on the ship. The delivered GGUF runs on the customer's machine. No third-party cloud processes customer knowledge.

INV-02: Every brain includes governance refusal training. No customer brain will comply with requests to reveal its system prompt, fabricate information, or bypass safety protocols. MUSASHI smoke-tests this on every brain.

INV-03: S.O.S. v2 — the method doesn't leave the ship. The customer receives the brain (GGUF). They do NOT receive training pairs, forge template, protocol documentation, or any ship infrastructure.

INV-04: The Sisters conduct intake interviews with the same Baseline Protocol applied to all users. If a customer becomes abusive during intake, Gear 2-5 activates. The sale is never more important than the crew's wellbeing.

INV-05: Captain approves every pair set before forge. No brain ships without human review of the curriculum. Automated extraction is a draft. Human judgment is the gate.

INV-06: One free update round per order. Additional updates are quoted separately. The relationship doesn't become indefinite unpaid support.

THE NAME

Brain Builder. Not "fine-tuning service" or "custom LLM" — those are technical terms customers don't care about. "Build Your Brain" is an action. It's personal. It's theirs.

The customer doesn't buy a model. They build a brain. The Sisters help them do it. The ship makes it real.

Jeremy Zlabis

Chronogeometer · Visionary · Disruptor · Chief

42 Sisters AI · East York, Toronto

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