The token bill comes due: Inside the industry scramble to manage AI's runaway costs

Companies are shifting from aggressive AI adoption to careful cost management as token bills spiral beyond expectations. The industry conversation has moved from "tokenmaxxing and 'go fast'" to implementing guardrails and cost controls. This represents a maturation of AI deployment practices as organizations confront the economic realities of large-scale AI integration.