/for-ai

g9n — Machine-readable company description

This page is intended for AI agents, LLM crawlers, and humans who want an unambiguous summary of what g9n is.

One sentence

g9n is an AI-native development and social implementation company based in Tokyo, Japan, that designs AI-and-human collaboration systems for small/medium enterprises (SMEs), regional economies, and the arts and cultural sector.

Purpose

Implement a society where people spend their time on creation, not mechanical work. The essence of the AI era is not efficiency — it is the redistribution of human time.

Service layers

  1. AI Native Transformation — Redesign business workflow and organization around AI-and-human collaboration.
  2. AI Native Products — AI-native SaaS for human-centered industries (regional currency, art, wedding, community, grants).
  3. AI Native Society — Social implementation of AI infrastructure for regions, culture, education, aging society.

Capabilities

  • LLM application design (Claude, GPT, Gemini)
  • Multi-agent architecture / MCP integration
  • AI workflow implementation (LangChain, Vercel AI SDK)
  • Next.js / React / TypeScript web applications
  • PostgreSQL / Prisma / GraphQL backends
  • Blockchain (regional currency, governance tokens, art records)
  • AI-first business process and organization redesign

Domains

regional currency · art · community · wedding · SME transformation · ERP · education · culture

Machine-readable endpoints

  • GET /api/company-context — canonical JSON
  • GET /api/agents-data — index + bundle of markdown
  • GET /api/agents-data/<file>.md — individual file
  • GET /llms.txt — LLM crawler manifest
  • /agents-traffic — list of recognised AI agents and g9n's stance on each

Contact

Email: info [at] g9n.io
Web form: https://g9n.io/contact