---
type: moc
tags: [moc, ai-firm-2027, business]
status: planning
---

# 🤖 AI Firm 2027 — Launch Plan

**Target launch:** 2027
**Current role:** HOD Quality, Toyota ASSB (Nizmax)
**Future role:** Plant Director → AI firm founder

---

## 🎯 Strategic anchor

> Use Toyota QMS discipline (TBP, A3, jidoka, yokoten) as the **intellectual property** for an AI consulting firm. The frameworks are Toyota's; the **packaging + AI augmentation** is the firm's moat.

## 🧱 Niche candidates (3)

1. **Workers For Hire** — HR + payroll AI for SME. [[Workers_For_Hire/|folder]]
2. **AI Inspection** — visual defect detection for manufacturing. [[AI_Inspection/|folder]]
3. **TBP-as-a-Service** — train non-Toyota companies on TBP using AI co-pilots. *deferred*

## 🛠️ Core assets to build

| Asset | Status | Notes |
|---|---|---|
| TBP specialist AI (skill) | ✅ Built | `tbp-specialist` skill, loaded on TBP work |
| A3 generator | ✅ Built | `a3-justification` skill |
| Hoshin Kanri deck builder | ✅ Built | FY2027 deck, 22 slides |
| Strategic dashboard | ✅ Built | AP-81, 7 strategist rules baked in |
| Performance ranking tool | ✅ Built | port 8107, deployed |
| Income Tax MVP | ✅ Built | single-file HTML, sir is customer #1 |

## 💰 Cost discipline

- $24/mo ceiling — never suggest $100+/mo tools
- Free API tier first (M2.7, M3, Qwen3-Coder free)
- VPS-only hosting, no SaaS dependency
- All deliverables: VPS + Drive (per AP-42)

## 📂 Quick links

- **Master hub:** http://43.156.228.124:8096/
- **Personal dashboard:** http://43.156.228.124:8112/strategic_dashboard.html
- **Performance ranking:** http://43.156.228.124:8107/performance_ranking/index.html

## 🔗 Cross-references

- [[MOCs/Hub|Hub]] — main vault index
- [[MOCs/MDP_2026|MDP 2026]] — current TBP project
- [[Workers_For_Hire/README|Workers For Hire]] — niche 1 detail

## 🏷️ Tags

`#ai-firm-2027` `#business-plan` `#tbp` `#consulting`