
Tribe AI reports 70% user retention with AI memory systems
As companies adopt AI memory systems to preserve institutional knowledge, a critical challenge emerges: the Memory Paradox. While large language models (LLMs) provide instant answers, the very act of outsourcing memory can erode the deep expertise that drives competitive advantage. Evidence shows that true organizational strength still relies on structured human knowledge, intentionally shared and augmented not replaced by AI.













