Enterprises Should Own Their Intelligence
philipkiely · x · 2026-07-11
The core argument here is that enterprises should own their intelligence rather than renting it by the token.
The citation notes that many companies currently rely on external model APIs from OpenAI, Anthropic, and Gemini for their AI capabilities. If prices hike, models are deprecated, or rate limits are imposed, products break at the mercy of external roadmaps, causing enterprises to lose control.
The author suggests a growing shift toward fine-tuning proprietary models, running open-weights, and managing tokens end-to-end, rather than building on pure wrappers.
Related event: Industry Voices Call for Enterprises to Own AI, Not Rent It(3 posts)→
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