Compatible with every
major AI service
major AI service
Multi-AI support, with no dependence on any single tool
Claude
ChatGPT
Microsoft Copilot
Gemini
Perplexity
Notion AI
GitHub CopilotDeploying tools alone does not make AI work. Our job is to shape your operational context into a form AI can use. We have delivered results across 37 companies and 2,500 professionals, including publicly listed enterprises.
ClaudeChatGPTMicrosoft CopilotGeminiPerplexityNotion AIGitHub CopilotNo one understands this reality better than the model developers themselves. In 2026, OpenAI is hiring hundreds of deployment consultants and has formed major partnerships with the likes of McKinsey, BCG, and Accenture. Anthropic, too, has partnered with leading consulting firms and is rapidly building out a large-scale partner network.
Why are the very creators of AI investing so heavily in "adoption support"? The answer is simple. The tools are already more than capable enough.
What separates success from failure is not the performance of the AI.
It is the adoption design that feeds your business context into AI.
In most cases, the reason AI fails to deliver is not the tool. The root cause is that your organization's operational knowledge, decision criteria, and decision-making processes have never been put into a form AI can use. We call solving this "context engineering."
Operations manuals, tacit knowledge, decision criteria, internal terminology, approval workflows — these are all "context." People share them naturally with one another, but you cannot hand them to AI as-is. We are a team of specialists who shape that context into a form AI can understand and put to work.
A proprietary method for shaping operational knowledge, decision criteria, and unwritten rules into a form AI can use. Before choosing a tool, we start with the context.
For Microsoft Copilot, Claude Code, ChatGPT, Gemini, and more, we handle everything from tool selection and setup to security design and lasting adoption. We are not tied to any single tool.
A versatile framework that has delivered results regardless of industry — pharmaceuticals, construction, chemicals, food, IT, entertainment, and beyond.
Finding applications for new materials depended on researchers' experience and intuition — a success rate of just 3 in 1,000. Combining speed and scale was nearly impossible.
The search for new-material applications used to rely on experience and intuition; now we get multiple ideas in an hour. The breadth of thinking we could never reach on our own has clearly expanded.
Market research we used to outsource is now something we can run in-house. Outsourcing costs dropped, but more than that, the very speed of our decision-making has changed.
They helped us untangle the personalized, scattered decision criteria and operational knowledge, one piece at a time, into a form AI can use. With our once-fragmented assumptions aligned, our teams now operate from the same page — and that, above all, is the real value.
We connect generative AI to results for your business.
Hands-on support for your AI adoption — from context engineering and workflow design to lasting adoption across your organization, all in one engagement.
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CEO, TechWorker Inc. @koutarou_furuno
We are not a company that sells AI tools. We shape a company's operational knowledge, decision criteria, and unwritten rules — its "context" — into a form that can be handed to AI. We specialize in this context engineering, and we have supported 37 companies, including publicly listed enterprises, and 2,500 professionals. Our job is to create the conditions in which the work itself is fundamentally transformed by AI.
Director, TechWorker Inc.
Founder of Chatwork Inc. / CEO of Power Angels / Representative Director, Japan Angel Investors Association
No matter how excellent the technology, it will never be used inside a company without someone to connect it to the real context of the work on the ground. TechWorker will serve as that bridge, advancing AI adoption across Japanese enterprises.
Not at all. We support you end-to-end, from training through to workflow implementation. No specialist knowledge is required.
We support all major tools, including Claude, ChatGPT, and Microsoft Copilot. We are not tied to any single tool.
Yes. Our 37 engagements include TSE Prime-listed companies, and we handle organization-wide design and rollout.
A single report that answers "how did other companies actually get results?" with concrete numbers — ready to use as evidence for internal proposals and approvals.
What's insideA report to clear the "we want to use it, but IT keeps blocking it" hurdle. We lay out the design for safe, company-wide rollout in the language of management.
What's insideWe don't stop at deploying the tools. With methods honed across 37 companies and 2,500 professionals,
we partner with you in earnest until your teams are producing real results.