ended5월 18일· 1 sources
AI 구독은 엔터프라이즈의 시한폭탄
Why it matters
AI companies are systematically pricing subscriptions below actual delivery costs to build enterprise adoption, creating a "time bomb" when pricing adjustments occur. Agentic AI workloads exponentially increase token consumption beyond predictable chatbot usage, forcing fundamental business model shifts—evidenced by GitHub Copilot's migration to usage-based billing in June 2026. Most enterprises haven't measured true API costs yet, leaving them vulnerable to massive budget shocks when subsidy-based pricing inevitably adjusts.
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Claude ProAI subscriptionAgentic AIToken consumptionUnit economicsGitHub Copilot