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Validated idea brief

Filter/structure data through a governed layer before it ever reaches the LLM to prevent hallucination and unauthorized access

A governance middleware that structures, filters, and enforces role-based permissions on all data before it reaches an LLM, ensuring AI tool-calls mirror human access controls.

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