AI Department Structure and Responsibilities
If I were building this department today, this is the structure I would put in place. This is not the only way to do it.
November 10, 2025
If I were building this department today, this is the structure I would put in place. This is not the only way to do it.
As of November 2025, AI development tools fall into two clear categories: vibecoding tools and engineering tools. Vibecoding tools, such as Loveable, are designed for
AI is no longer optional. Nearly every piece of modern software now includes some form of AI. That will only increase. Marketing tools use it. Sales
Every few years a new technology or tool shows up. People debate it. Some dismiss it. Some overreact to it. Eventually it either becomes normal
Executive Summary Adapting GUIDE Into Existing Operations GUIDE is not a replacement for your current structure. It is a shift in where certainty is created.