Data Substrate

How Deep Does Your AI Transformation Actually Go? Most companies start using AI and call it a transformation. Here’s a six-stage maturity ladder that measures depth, not usage — and tells you where it’s smart to stop. Introduction You’ve seen the all-hands. Leadership clicks through a few slick demos. Someone announces a company-wide ChatGPT license. A chart goes up: “73% of employees now […]