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AI's token-based pricing disrupts CFOs with unpredictable costs, demanding new financial controls.

Market News
27 Apr 2026
PYMNTS
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Neutral
pluang ai news

Enterprise AI is shifting from predictable, license-based pricing to volatile, usage-based models measured in tokens and API calls. This change challenges CFOs who face difficulty forecasting costs as engineering decisions directly impact spending. Traditional financial systems and governance lag behind rapid AI adoption, making cost control and billing a strategic priority. Scaling AI in enterprises now requires modern financial infrastructure and closer collaboration between finance and engineering to manage expenses effectively.

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