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July 30, 2026Open Access

AI Subscription Economics: How Flat-Rate Pricing Masks True Enterprise AI Costs

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Authors

ОИОлег ИвченкоIIIryna Ivchenko

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Overview

Research reveals how flat-rate pricing misrepresents the true costs of AI in enterprises, suggesting a need for transparency.

Key Points

  • This research aims to explore how flat-rate pricing in AI subscriptions obscures actual costs incurred by enterprises.
  • Analyzed pricing models of various AI subscription services.
  • Conducted cost-benefit evaluations from enterprise user perspectives.
  • Compared flat-rate costs with actual operational expenditures for enterprise AI.
  • Identified significant discrepancies between flat-rate pricing and real costs of AI analytics, with up to 30% hidden fees.
  • Found that 65% of enterprises experienced unexpected expenses beyond flat-rate subscriptions.
  • Demonstrated that clearer cost breakdowns could improve decision-making for enterprise AI investments.

Cite This Study

Ивченко et al. (2026) studied this question.

synapsesocial.com/papers/6a6af52c60e2b924d3ea0e51https://doi.org/10.5281/zenodo.21644873
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