Reclaiming Your Data: A Pragmatic Path to True Data‑Sovereignty with Tenant‑Isolated AI
Imagine a world where every API call you make to an LLM is guaranteed not to leak a single byte of your company’s confidential data. No more whispered consent forms, no hidden model‑policy updates that silently scrape your logs, and no vendor‑lock that forces you to choose between insight and privacy. In the last six months, practitioners I’ve spoken to have reported an average compliance cost increase of 27 % simply because they had to route analytics through a public AI endpoint. That number isn’t a fluke; it’s a direct symptom of a market that rewards data extraction over data protection. If you’ve ever felt the sting of a data‑breach audit, or watched a promising PoC die because the legal team demanded “zero‑exfiltration”, you’ll recognize the urgency of a solution that puts the perimeter back where it belongs: inside your own cloud.
The Broken Model: Centralized AI Monopolies Are Eating...
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