Tag The Sovereign Data Shift: Why Enterprises Are Building Private Vector Knowledge Bases in 2026

The Death of Public Model Leaks In the early rush to adopt generative AI, many enterprises made a critical structural mistake: they pumped proprietary company data directly into public, open-source models via generic API wrappers. By mid-2026, that reckless era of “AI experimentation” has come to a grinding…

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