How AI Scale Becomes Value

Compare the economics of building AI products in a market where compute, talent, and integration costs are rising. Explain how investors and executives can tell the difference between AI that creates durable business value and AI that is mostly hype, pilot theater, or cost inflation. Include criteria for evaluating use cases, organizational readiness, privacy risk, and whether AI should augment workers, replace workflows, or be avoided altogether.