Refine is one step. Clean. And almost nobody staffs it. Updating what changed. Removing duplicates. Sorting out the documents that disagree with each other. Archiving what is finished. Not once a year when someone remembers. Continuously, across everything. The AI does the flagging. It spots the duplicates, finds the conflicts, catches what has gone stale. And when two sources contradict each other it shows you both and tells you where they differ, rather than picking a winner. Skip this step and a model cannot tell an old policy from the one that replaced it. They both read as authoritative. cognatum.ai/the-loop #KnowledgeManagement #IntelligenceManagement #EnterpriseAI #Cognatum