Executive Overview As enterprise adoption of generative artificial intelligence pivots from simple single-turn chatbots to multi-turn, goal-driven autonomous agents, IT leaders are confronting an unforeseen operational hurdle: compounding token expenditure. Unlike human workers, Large Language Models (LLMs) operate statelessly. To maintain continuity across complex multi-step workflows, every historical dialogue exchange, system instruction, knowledge document, and…