You Never Actually Controlled Your Cloud. AI Just Made That Obvious.
Cloud repatriation is framed as a cost problem. It isn't. It's a control problem — and AI workloads are the moment most companies finally feel it.
Cloud repatriation is framed as a cost problem. It isn't. It's a control problem — and AI workloads are the moment most companies finally feel it.
Most companies treat continuous improvement as a program to implement. In Japan, it is so embedded in operational DNA that we did not even discuss it—we just did it. That difference explains why most transformation initiatives fail.
AI-generated code is a direct reflection of your understanding of what you're building. A weekend project with my son revealed why requirements clarity—not technical skill—determines AI development success.