The businesses pulling ahead are not necessarily using more AI tools. They are building stronger workflows, better data foundations, clearer ownership, and more disciplined ways to turn AI capability into business value. #77

The TopCat AI Signal Report #77The concentration signal:The concentration signal is also showing up in spending.A recent analysis cited Ramp data showing that the median firm in the top 1% of AI-spend-per-employee organizations paid about $7,400 per employee in July. It also found that API usage, GPU cloud, model serving, and inference accounted for nearly 73% of measured AI spending — much more than chat and coding-agent subscriptions.[linkedin]That tells us something important.The real AI economy is not just people paying monthly for a chatbot.The real AI economy is companies building systems.Systems need inference.Systems need data.Systems need integration.Systems need monitoring.Systems need security.And systems need people who know how to operate them.That is where the gap begins.Some companies are still asking, “Which AI tool should we try?”Other companies are asking, “Which business process can we redesign?”Those are two very different questions.