When we talk about the AI revolution, we instinctively look toward the glass towers of Silicon Valley and Wall Street. We imagine Google, JPMorgan, and Microsoft locked in a high-stakes arms race. But this focus misses the point. For tech giants, AI is an evolutionary step—they have the data scientists, the roadmaps, and the R&D budgets to survive.