Company — NGraph

Our Mission

Implementing the "mechanism that produces ground-truth data"

NGraph develops structuring technology that embeds human knowledge and judgment, targeting the world's most complex and unstructured data domain: cuisine and food culture.

For the domains where AI misreads, guesses, and hallucinates, our mission is to implement the very mechanism that produces ground-truth data. That is NGraph's mission.

Concept

The future of AI and the philosophy of Nicomachos

What AI lacks is a "standard of value" for judgment. NGraph is a foundation that structures, as data, the universal patterns of how humans grasp meaning and make judgments.

Nicomachos articulated the universal patterns — the mean, purpose, and virtue — that guide how humans grasp meaning and make judgments.

NGraph is a foundation that, for the first time in the world, structures these "patterns of meaning" as data. In the age of AI agents, the standard for handling intent, context, and meaning returns to Nicomachos, and NGraph is its digital implementation.

Message

Message from the CEO

Shingo Takahashi, Representative Director

The more AI evolves, the more the "responsibility to define meaning" returns to humans.

We do not assume a future in which AI becomes all-powerful. On the contrary, we believe that the more deeply AI embeds itself in society, the more serious the problems of error, ambiguity, and where responsibility lies become.

NGraph is a company that answers, through design and implementation, the question of "what we entrust to AI and what humans take on."

Starting from food — something everyday, cultural, and at the same time high-risk — we are building the right relationship between AI and humans.

This is not merely a story about technology. It is a challenge of how to design the very "premises" of the next society.

About

Company Profile

NGraph Inc.

Company	NGraph Inc. (株式会社NGraph)
Website	ngraph.jp (Corporate site)
Representative	Shingo Takahashi
Founded	December 2025
Capital	¥3,000,000
Business	Research and development of the food-data structuring foundation "Nicomacos Food Graph (NFG)" Development and operation of "OmiseAI," a multilingual AI guest-service for restaurants Development and operation of "Teles (Nicomachos)," a strategic advisory AI supporting corporate and business decision-making Development and operation of "AutoWrite," an AI SaaS that auto-generates subsidy business plans PoCs and joint development for MEO / tourism / government / enterprise