TopCat AI Signal Report #25- That is a meaningful shift. In earlier phases, AI was mostly framed as a productivity aid — something that helped you write faster, summarize meetings, or brainstorm ideas. That still matters, but it is no longer the full story.

Now, AI is being positioned as a way to capture demand, improve customer loyalty, and reduce front-desk or support load. In other words, it is starting to sit closer to the money.

That changes how leaders should think about it. The right question is no longer, “Can AI help us?” The right question is, “Which part of the business can AI improve in a way that directly affects revenue, retention, or response speed?”

That is the signal.