Origin story
The origin is simple. Years inside the largest technology ecosystems showed that companies rarely lose because they lack tools. They lose because the work is not instrumented, the corrections disappear, and the operating loop never learns.
The book and the frameworks are proof of method. They are not the parent brand. AI Workflow Advisory is the company built to apply that method to AI workflows for clients.