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Locked, stocked, and losing budget: AI vendor lock-in bites back

Enterprise executives believed they could switch AI vendors in weeks, but a Zapier survey reveals 58% of migrations fail or require far more effort than expected. Meanwhile, AI vendors are raising prices sharply: OpenAI increased GPT-5.2 token costs from $1.25 to $5.75, and Anthropic moved to dynamic pricing, potentially doubling or tripling costs for heavy users. Technical dependencies, including proprietary APIs, training data, and workflow integrations, make switching nearly impossible, and even on-premises models like Meta Llama are vulnerable to vendor abandonment. The era of cheap, flexible AI is ending, and enterprises must prepare for rising, structural costs.

SourceHacker News AIAuthor: instagraham
Locked, stocked, and losing budget: AI vendor lock-in bites back
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  • A Zapier survey of 542 US executives found 90% believed they could switch AI vendors within four weeks, but 58% of actual migrations failed or required significantly more effort.
  • AI vendors are raising prices: OpenAI hiked GPT-5.2 input token cost from $1.25 to $5.75; Anthropic moved to dynamic pricing; GitHub Copilot suspended new subscriptions.
  • Technical lock-in via APIs, proprietary data, and undocumented workflow dependencies makes vendor switching extremely difficult, while costs are structurally rising due to GPU demand and energy needs.

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