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AI Knowledge Lab

TrustRAG

Permission-aware retrieval system that grounds answers in approved knowledge, with citations and access-control boundaries suitable for trust-sensitive domains.

AI retrieval and knowledge systems

Challenge. RAG systems fail when they ignore permissions or invent unsupported answers.

Solution. Built retrieval with explicit access gates, citation paths and answer terminals that stay within authorised content.

Impact. Shows AI product thinking that prioritises trust, auditability and safe defaults.

RAGPythonAccess controlCitationsLLMs
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