TechWorker CEO Kotaro Furuno was featured in Nikkei's special report "Business Strategy in the AI Era," where he discussed the challenges enterprises face in realizing value from generative AI investments.
Interview Overview
The interview explored a paradox that is increasingly visible across industries: while generative AI tool adoption is accelerating, the majority of enterprises report that their AI deployments have not yet delivered meaningful business outcomes.
Furuno identified "context engineering" as the missing link. AI tools have reached a high level of capability, but they cannot perform effectively unless an organization's domain knowledge, decision criteria, and institutional processes are structured in a format that the AI can interpret and act upon.
Key Points Discussed
- 95% of generative AI proofs of concept stall at the pilot stage, and the structural reasons behind this
- The definition of "context engineering" and how it is implemented in practice
- Common traits of organizations that succeed with AI, drawn from 37 client engagements
- Why OpenAI and Anthropic are investing billions in adoption support, and what this means for Japanese enterprises
- How a JPY 300,000/month quasi-delegation model is reducing barriers to AI adoption for mid-market companies
Quote from CEO Furuno
"AI is just a tool. What it takes to wield that tool effectively is not technical expertise -- it is the ability to deeply understand your own business and translate that understanding into a format AI can work with. As specialists in context engineering, TechWorker is committed to moving Japanese enterprises forward in their AI journey."
About TechWorker
TechWorker Inc. provides enterprise generative AI consulting and training services. Under the philosophy "AI is the engine. Context is the fuel," we have supported over 37 companies and 2,500 professionals, including publicly listed enterprises across seven industries.