تطوير أنظمة RAG للشركات والمؤسسات

We choose the first knowledge need, the authoritative sources, the users, the access rules, the owners, and the acceptance decision before the system expands, then inspect representative sources, permissions, freshness, retrieval behaviour, and known failures, recording unknowns clearly instead of treating them as passes. Corpus, permissions, ingestion, and retrieval are examined separately from generation, so missing knowledge, access defects, stale content, and answer failures stay individually diagnosable. Zeo builds or assesses the smallest slice that can answer the decision; the handover records accepted conditions, source and operating owners, unresolved gaps, monitoring responsibilities, and the next review trigger.