Published October 20, 2026
| Version v1
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Namespace-Level Isolation for Shared On-Premise AI Infrastructure
Description
A technical paper on why database-level row filtering is access control, not isolation, for multi-department AI deployments on shared on-premise infrastructure, with a concrete failure mode and a structural, namespace-level fix.