Enterprise AI Consulting

AI is the engine.
Context is the fuel.

Deploying AI tools alone does not make AI work.
We transform your business context into a format AI can understand and act on.
That is what we do.

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37 Companies Served
2,500 Training Participants
300+ Webinar Attendees
7 Industries Covered

News Updates View all →

2026.03.20 Announcement Published our Generative AI Use Cases White Paper
2026.03.14 Announcement Refreshed our service lineup
2026.02.28 Event Free webinar: "The Pitfalls of AI Adoption"
2025.05.07 Event CEO Furuno delivered a keynote seminar at Sakura Internet Inc.
Why Now

The companies building AI
are now investing heavily in adoption support.

In February 2026, OpenAI announced plans to hire hundreds of deployment consultants and launched major partnerships with McKinsey, BCG, Accenture, and Capgemini. Anthropic committed $100M to build a partner network, mobilizing over 45,000 specialists.

Why are the companies that build AI pouring billions into "adoption support"? The answer is clear. Tools alone do not drive enterprise AI adoption.

95% of generative AI PoCs
stall at the pilot stage
74% of AI investments show
no ROI after 2 years
1.8% actual adoption rate
of Microsoft Copilot
67% AI success rate for companies
that work with external partners

AI tool capabilities are already world-class.
What is missing is the design that feeds your business context into AI.

The Problem

Does this sound familiar?

1

You subscribed to ChatGPT or Copilot,
but only a handful of employees actually use it.

2

The PoC is done.
But there is no clear path to company-wide rollout.

3

Leadership is pushing AI adoption,
but teams on the ground don't know where to start.

4

The tools are deployed.
But working hours have not decreased.

In most cases, the root cause is not the tool itself.
It is that your organization's business knowledge, decision criteria, and workflows
have not been structured in a way AI can consume.
We call this "Context Engineering."

Our Approach

Context Engineering — The Foundation of AI Adoption

Operations manuals, tacit knowledge, decision criteria, internal terminology, approval workflows. These are all "context." Humans share them intuitively, but AI cannot consume them as-is. TechWorker is a team of specialists that transforms this context into structures AI can understand and leverage.

01

Deep Expertise in
Context Engineering

We have developed a proprietary methodology for transforming business workflows, knowledge, and decision-making into AI-ready structures.

02

Starting at JPY 300K/mo.
Flexible contracts.

Scale up only after you see results. No large upfront investment required. Our engagement model is designed to minimize risk.

03

37 Companies, 2,500 People.
Proven track record.

Our framework delivers results across industries: pharmaceuticals, construction, chemicals, food & beverage, IT, entertainment, and more.

Services

AI Adoption Programs

From deploying individual tools to designing organization-wide AI strategy. Three programs tailored to your stage of adoption.

Program 01

AI Quick Start:
Transform Your Workflows

Build a custom AI connected to your internal data and improve multiple workflows in 3 months.

ForSMBs & Mid-market (Executives / Dept. Heads)
ScopeAI workflow design per business function / Internal data integration
Duration3 months minimum
MonthlyFrom JPY 300K
"Prove AI's ROI on the workflows that matter most."
Program 02

Run Your Department
Entirely on AI

Embed AI into your department's workflows and achieve lasting adoption over 6 months.

ForMid-market (Executives / DX Leads / Dept. Heads)
ScopeDepartment-wide AI deployment / Data structuring / Workflow redesign
Duration6 months+
MonthlyFrom JPY 500K
"The data advantage is irreversible. In six months, competitors can't catch up."
Program 03

Transform Your Entire
Organization with AI

Deploy AI department by department and build a company-wide AI-driven operating model.

ForListed / Enterprise (C-suite / DX Division / Dept. Heads)
ScopeDepartment-level AI rollout plans / Phased implementation / KPI alignment
Duration3 months+ (PoC to Full Contract)
PricingContact us
"Your strategic partner for going all-in on AI."
Results

37 companies. 2,500 professionals.
Proven results across industries.

37+ Companies Served
2,500+ Training Participants
300+ Webinar Attendees
7+ Industries Covered
IT / Cloud

Sakura Internet, Inc.

Delivered generative AI training to all 300 employees. Designed the program so every team member understands how to apply AI to their own workflows.

Chemicals / Materials (TSE Prime Listed)

New Materials AI Ideation

Integrated AI into the R&D process. Redesigned the ideation workflow for new materials, resulting in patent applications.

Construction / Real Estate (TSE Prime Listed)

Company-wide AI Adoption

Providing ongoing support for multi-department AI deployment. Partnering to achieve lasting AI adoption across the entire organization.

Flow

How It Works

1

Free Consultation

A 30-minute call to
understand your current challenges

2

Assessment & Proposal

We diagnose your AI readiness
and recommend the right program

3

Contract & Kickoff

Flexible monthly engagement
starting at JPY 300K/mo

4

Deploy & Support

From Context Engineering
to adoption support, end-to-end

5

Measure & Scale

KPI-driven impact assessment
and roadmap for next steps

Kotaro Furuno - CEO, TechWorker Inc.
Message

Kotaro Furuno

CEO, TechWorker Inc.　@koutarou_furuno

Generative AI is evolving every day.
Yet few companies are truly leveraging it in their day-to-day operations.

The reason is simple.
Business knowledge, decision criteria, and unwritten rules — the organizational "context" — have not been structured in a way AI can consume.

We specialize in this "Context Engineering" and have supported over 37 companies — including publicly listed enterprises — and 2,500 professionals.

We are not a tool vendor.
Our job is to create the conditions where AI fundamentally transforms how your business operates.
FAQ

Frequently Asked Questions

Most of our employees have no AI expertise. Is that a problem?
Not at all. We provide end-to-end support from training to workflow implementation. No prior AI knowledge is required.
Which AI tools do you support?
We support all major platforms including Claude, ChatGPT, and Microsoft Copilot. We are tool-agnostic.
What is the minimum contract period?
Tool Deployment starts from 1 month. Adoption Consulting engagements start from 6 months.
Are government subsidies available?
Our programs qualify for Japan's Human Resource Development Subsidy (DX Reskilling Course). We have experience helping clients apply. Contact us for details.
Can you work with large enterprises?
Absolutely. Our client portfolio includes TSE Prime-listed companies among our 37 engagements. We handle organization-wide design and deployment.
Company

Company Overview

Company NameTechWorker Inc.
CEOKotaro Furuno
FoundedDecember 2023
CapitalJPY 500,000
Address〒169-0051
東京都新宿区西早稲田一丁目22番3号
BusinessEnterprise Generative AI Consulting
Generative AI Training & Talent Development
Microsoft 365 Copilot Adoption Support
AI Custom Development
Corporate No.9011101105629

Is your AI adoption stalled?

Let us start with a 30-minute conversation.

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