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AI monetization shifts from flat subscriptions to usage-based and outcome-based pricing models

By

SA News

1d ago· 2 min readenInsight

Summary

Enterprise software vendors are shifting AI monetization from flat subscription models toward outcome-based and usage-based pricing. This change is driven by rising inference costs and the need to tie infrastructure spending to the economics of running AI agents at scale. The article discusses how this pricing evolution reflects the growing maturity of AI deployment in business contexts.

Key quotes

· 3 pulled
AI monetization is shifting from flat subscription models toward outcome-based and usage-based pricing
Infrastructure spending increasingly tied to the economics of running AI agents at scale
Enterprise software vendors are rethinking how they charge for
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AI monetization is shifting to outcome- and usage-based pricing as inference costs rise.

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