Back in 2022, I introduced my first analogy for what I believed would become the defining shape of the AI revolution.

As an analyst, a student of history, and someone deeply interested in structural realities, I see it as my responsibility to make a deliberate effort to contextualize, abstract, compress, and build mental models that help explain the world around us.
That is what The Business Engineer is about. For me, it is a lifelong quest.

So when ChatGPT was released, I felt it was essential to provide a framework, a mental model capable of making sense of the emerging AI era.












