The Compute Engine

When people ask about “the economic benefits of AI,” they often expect one clean answer. In practice, sector-wise AI economic impact looks more like a portfolio. Some industries feel early gains in their balance sheet, while others see value slower, because the bottlenecks are in regulation, data access, or operational complexity. I’ve watched teams rush to prove ROI with shiny demos, only to discover the real question is not whether AI can help, but where it can help witho