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Token Economics in LLM Systems

The architecture is the cost.

Most of the conversation about LLM cost obsesses over the wrong variable. The money lives in architecture — two organizations doing identical work with identical models can pay 10x or 100x different bills. This playbook lays out the Five Commandments framework, five real case studies, and the twelve questions to ask any AI vendor.

  • The Five Commandments framework
  • Five real case studies — $30K → $400/month
  • Twelve questions to ask your AI vendor

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