The era of the CEO talking up AI to boost the stock price is ending. Galloway says CFOs are about to implement serious guardrails and demand real justification for every dollar of AI spending. That shift will compress valuations across every layer of the AI stack — but expand the market for consultants who help companies spend wisely.