NGraph
STRUCTURING MEANING FOR AI

Make your company's work
something AI can take on.

Bring the purposes, roles, decisions, procedures and progress scattered across people, documents and chats into a Company Brain that people and AI share.

Consultation is free / Online, from anywhere in Japan

We use it ourselves, every day, before we sell it Online nationwide

AI is brilliant. But it doesn't remember yesterday.

Today's AI is like a genius employee who shows up every morning with no memory.

Yesterday | Same session
You gotit all Great. Yes,leave the restto me
  • You got it all
  • Great. Yes, leave the rest to me

The next day, or a different AI

Today | New session, different AI
Wait, we weremid-taskyesterday… Nice to meet you.And you are?
  • Wait, we were mid-task yesterday…
  • Nice to meet you. And you are?

The understanding you built yesterday is gone today.

  • Explain it again
  • Answers change
  • The history is lost

As long as understanding stays inside a chat, the next person, and the next AI, can't inherit it.

Rent the AI. Own the asset.

AI memory connects conversations. The Company Brain keeps the grounds for every decision.

BeforeOne person teaches their own AI
Cancel or switch the AI,and the knowledge is lost Knowledge: in the chat Your work × your own AI (Anthropic / OpenAI / Google / Kimi)
Cancel or switch the AI,and the knowledge is lost
Knowledge: in the chat
NGraphOne company record, used by everyone
People choose the AI,the AI reads the Brain One record =The Brain
People choose the AI,the AI reads the Brain
One record =The Brain

Three people's AIs, connected to one Company Brain. Whoever asks, the answer comes from the same record.

  • CEOStrategy and decisions
  • ManagerOperations and management
  • EmployeeExecution and daily work
Choose any AI you likeAIAnthropicOpenAIGoogle Gemini

Even as AI memory improves, it never becomes the company record.

How the Company Brain fits together

Only verified information goes into the record, and every AI reads it through the same entrance.

Write side
Criteria | ABC × Status sorting
Read side
01 Write in Decisions, changes, and lessons from the workplace "Proposals" stay out until approved
02 Check before writing Classify by ABC and status Unclear? Mark "needs confirmation"
Write
One record The Brain Decisions, history, and where each project stands
Read
03 Read Every AI, one entrance Private files are blocked automatically
04 Check before answering Confirm the current state by the same standard If it hasn't read the record, it doesn't answer

Corrections and new decisions go back through the entrance


Only verified information gets in, only permitted AIs read it, and every answer cites its source.

Turn information into the company's record.

Organizing is not the goal. The goal is to put the company's facts and decisions in a state ready for the next decision.

"Whose information?" × "What state is it in?" Two axes put AI and people on the same standard.

ABC sorting×Status sorting

ABC sorting | Whose information Status sorting | What state
What is settled What is in motion
A. Us Rules, products, roles, decisions Sales, costs, where each project stands
B. Counterparts Customer details, contacts, contracts Deals, requests, where each relationship stands
C. External Regulations, laws, known competitors Upcoming changes, competitor moves, deadlines

Three rules for saving to the record

  1. Keep the sourceEvidence, date checked, who updated. Unsettled items are marked "needs confirmation".
  2. One current stateThe latest version is current; older information moves to history.
  3. Secrets: location onlyFor personal data and credentials, record only where they are kept and who has access.

Even when the person changes, even when the AI changes, the basis for decisions remains.That is the company record.

Ask, and you get the company's answer.

Until now, someone had to search for this and tally it by hand.

Head office"Show me last month's sales by site"
Site manager"Who's doing the most overtime?"
New hire"When do I need to request paid leave by?"
Company Brain Sales, orders, deliveries, attendance, and rules, in one record

Answered as a chart

Patterns become visible

Answered on the spot

By the 20th of the previous month, via the request formSource: Work rules / internal policy
Payday is the 20th of the following monthSource: same as above
Switch AIs freely AIOpenAIGoogle GeminiK Ask any of them:  same record, same answer

From work where people dig for answers, to work where you ask and it answers.

Three assets that stay with you at delivery.

Not a license to an AI service, but a working set-up your company keeps.

Delivered to you
01
The company record Decisions, rules, where each project stands Files with full history
02
Rules for checks Blocks information with no source No answers without reading the record
03
AI access point Connects to PC, LINE, and smartphones Switch the AI, same entrance

All three delivered as files under your control.

Even when people change, even when the AI changes, the company's judgment remains.

We structure reality into a form AI can read.

One turns the workplace into requirements × one turns requirements into AI

Shingo Takahashi

Business and workplace

Shingo Takahashi

髙橋 真吾

CEO / AI Planner

Listens to the workplace,
turns it into requirements.

  • Workplace interviews, process design
  • Rollout support, subsidy applications

Planning and engineering, directly linked

Two people, hands-on

Matt Chana

Technology and engineering

Matt Chana

Matthew John Chana

CTO / AI Engineer

Turns requirements
into working AI.

  • AI engineer at a US startup
  • AI agents / RAG / MCP

The person who listened and the person who builds are directly connected.
No loss in translation: the reality on site goes straight to the AI.

Things we build and use ourselves.

Our own products, born from our structuring technology, run in production. Our AI adoption support draws on that same implementation capability.

The first decision is just one: which task to start with.

How we work (Foundation + Project), how fees are decided, how we handle your data, and common questions are on the AI adoption support page. Consultation and estimates are free.

The more AI advances, the more the responsibility for defining meaning returns to people.

NGraph answers the question of what to hand to AI and what people keep, through design and implementation. We do not assume a future where AI is all-powerful. That is why the company's judgment stays with the company.

CEO Shingo Takahashi Company →
Free consultation →