Long-term memory in AI refers to the ability to retain information across multiple sessions or interactions. This may include remembering user preferences, historical actions, and past queries, enabling more personalized and consistent experiences. In enterprise applications, long-term memory allows AI systems to maintain continuity in customer support, sales interactions, and project workflows. It also supports cumulative learning, where the AI can refine its recommendations and actions over time.