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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