TopCat signal is this: the industries showing the highest AI ROI are the ones where work is structured, repetitive, and measurable. #58

TopCat AI Signal Report #58- The main mistake is confusing AI adoption with AI return. A company can spend more, deploy more tools, and still get almost nothing measurable back.[mavvrik +1]That is especially true for large, broad AI programs. Some major firms are spending aggressively while still struggling to show durable gains. So the lesson is not “spend more.” The lesson is “tie AI to one workflow, one metric, and one owner”.