
The moment an LLM starts narrating retrieval results, your retriever becomes your access control layer. Filter permissions anywhere above that and you have built a very sophisticated data leak with excellent citations.
I help enterprises ship AI that doesn’t embarrass them in production.
AI Architect. I design the boring control plane plumbing that keeps your impressive demos from quietly setting themselves on fire in production.
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