AI supports intelligent document management through automated tagging, classification, and retrieval, along with knowledge extraction from legacy documents, P&IDs, and engineering drawings. It helps preserve institutional memory by structuring undocumented tribal knowledge and enables knowledge graph construction linking equipment, hazards, safeguards, and operating history.