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Notes on secure enterprise AI

Product updates, perspectives and lessons on building retrieval that's accurate, permission-aware and auditable.

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Why permission-aware retrieval is non-negotiable for enterprise AI

Most AI search tools flatten your data into one index everyone can read. Here's why that breaks governance — and how retrieval should actually work.

VT
Vijnara Team
Jun 21, 2026 · 6 min read
All posts Product Security Engineering Company
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