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The Price Of A Moving Machine

  • Foto del escritor: Dennis Hulsebos
    Dennis Hulsebos
  • hace 5 horas
  • 6 min de lectura

Why artificial intelligence has become one of the hardest things in enterprise technology to budget


Balance

AI is not one stable product with one stable price. It is a stack of models, reasoning settings, tokens, routing, service tiers and credits. Each layer can change independently, turning annual procurement into management of a moving computational market.


For decades, enterprise software procurement rested on a stable unit: the licence. Products evolved, but a seat still bought recognisable access for a fixed period. AI breaks that assumption. Its subscription is increasingly an entrance fee to a computational system whose cost is determined only after the user presses enter.


A request may cross an agent, router, model, reasoning setting, token meter and service tier before becoming credits or an invoice. Each layer has a purpose, yet each can change without altering the licence count used in the annual plan.

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